David Schwarz, Johan Liotier, Viacheslav Slesarenko, Jürgen Rühe
Stimuli-responsive materials often react to changes in environmental conditions by altering their shape. Here, it is shown that even changes in materials that are not directly observable, such as local stiffening, can be exploited to introduce the concept of trainable materials. A fully 3D-printable filament based on thermoplastic polyurethane (TPU) functionalized with a bivalent crosslinker capable of undergoing a C,H insertion reaction under UV irradiation was developed. Specimens printed from this filament demonstrate a gradual increase in stiffness, reaching almost 300% of their initial stiffness after 50 hours of irradiation. To exploit this tunability, mechanical metamaterials incorporating the developed material are engineered. By utilizing an instability-driven transformation under compression, it is demonstrated how local stiffening can be amplified through rational design. Moreover, by exploiting the unusual mechanical behavior of metamaterials arising from their internal architecture, a closed-loop system is presented in which, under compressive load, the metamaterial closes an electric circuit that activates UV light, which in turn modifies the properties of the base material. Through this approach, two trainable systems are realized: one that progressively conforms its shape to mechanical compression, and another that gradually increases its resistance to an applied force, mimicking the physical training of biological tissues.
{"title":"Light Induced Training of 3D Printed Mechanical Metamaterials","authors":"David Schwarz, Johan Liotier, Viacheslav Slesarenko, Jürgen Rühe","doi":"10.1002/admt.202501416","DOIUrl":"https://doi.org/10.1002/admt.202501416","url":null,"abstract":"<p>Stimuli-responsive materials often react to changes in environmental conditions by altering their shape. Here, it is shown that even changes in materials that are not directly observable, such as local stiffening, can be exploited to introduce the concept of trainable materials. A fully 3D-printable filament based on thermoplastic polyurethane (TPU) functionalized with a bivalent crosslinker capable of undergoing a C,H insertion reaction under UV irradiation was developed. Specimens printed from this filament demonstrate a gradual increase in stiffness, reaching almost 300% of their initial stiffness after 50 hours of irradiation. To exploit this tunability, mechanical metamaterials incorporating the developed material are engineered. By utilizing an instability-driven transformation under compression, it is demonstrated how local stiffening can be amplified through rational design. Moreover, by exploiting the unusual mechanical behavior of metamaterials arising from their internal architecture, a closed-loop system is presented in which, under compressive load, the metamaterial closes an electric circuit that activates UV light, which in turn modifies the properties of the base material. Through this approach, two trainable systems are realized: one that progressively conforms its shape to mechanical compression, and another that gradually increases its resistance to an applied force, mimicking the physical training of biological tissues.</p>","PeriodicalId":7292,"journal":{"name":"Advanced Materials Technologies","volume":"10 23","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://advanced.onlinelibrary.wiley.com/doi/epdf/10.1002/admt.202501416","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145646557","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shishir Deb Nath, Pinok Chowdhury Manik, Mohammad Shafiqul Islam, Mainul Hossain, Yasser Khan
Frequent monitoring of body fluids such as blood, sweat, saliva, and urine is essential for the early detection of various diseases. Ion-selective organic electrochemical transistors (IS-OECTs) offer a low-cost, highly sensitive, and easily fabricated platform for detecting ion concentration changes. Their inherent flexibility and biocompatibility make them well-suited for integration into wearable systems for continuous, point-of-care health monitoring. However, optimizing IS-OECT design and circuit performance requires accurate modeling of their concentration-dependent behavior, which is complicated by complex electrochemical interactions and charge transport dynamics. In this work, it introduces an empirical model that extends the Friedlein framework to incorporate ion concentration effects, enabling accurate prediction of steady-state device characteristics in the presence of both target and interfering ions. Validation of this model with IS-OECTs fabricated to detect ammonium (NH4⁺) and sodium (Na⁺) ions shows an excellent agreement with experimental measurements, underscoring its reliability for electrochemical sensing applications.
{"title":"An Empirical Model of Ion-Selective Organic Electrochemical Transistors","authors":"Shishir Deb Nath, Pinok Chowdhury Manik, Mohammad Shafiqul Islam, Mainul Hossain, Yasser Khan","doi":"10.1002/admt.202501217","DOIUrl":"10.1002/admt.202501217","url":null,"abstract":"<p>Frequent monitoring of body fluids such as blood, sweat, saliva, and urine is essential for the early detection of various diseases. Ion-selective organic electrochemical transistors (IS-OECTs) offer a low-cost, highly sensitive, and easily fabricated platform for detecting ion concentration changes. Their inherent flexibility and biocompatibility make them well-suited for integration into wearable systems for continuous, point-of-care health monitoring. However, optimizing IS-OECT design and circuit performance requires accurate modeling of their concentration-dependent behavior, which is complicated by complex electrochemical interactions and charge transport dynamics. In this work, it introduces an empirical model that extends the Friedlein framework to incorporate ion concentration effects, enabling accurate prediction of steady-state device characteristics in the presence of both target and interfering ions. Validation of this model with IS-OECTs fabricated to detect ammonium (NH<sub>4</sub>⁺) and sodium (Na⁺) ions shows an excellent agreement with experimental measurements, underscoring its reliability for electrochemical sensing applications.</p>","PeriodicalId":7292,"journal":{"name":"Advanced Materials Technologies","volume":"11 2","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146083426","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Huijing Li, Felix Thasan, Tongtong Cui, Raihan Alfaridzi, Andreas Stihl, Felix H. Schacher, Patrick Théato
Artificial electric skin with multi-intensity pain-evaluating capabilities offers promising opportunities for the construction of friendly human-robot interaction. However, realizing a stepwise sensing system generally requires lateral integration of diverse materials, which is prone to delamination and thus operation failure. Here, a fully soft, monolithic hydrogel-based artificial fingertip (HBAF), fabricated via digital light processing (DLP) 3D printing, enabling robotic fingertips to distinguish objects in varying sizes is proposed. To enhance the mechanical and conductive properties of a printed hydrogel, a two-step post-processing method is developed to introduce a secondary functional network into a high-resolution soft model. This modification can increase stretchability by three-fold and conductivity by 1.78-fold compared to the original printed hydrogel. Notably, the integration challenge between the hydrogel-based sensor and the robotic body part is addressed by growing a polydopamine gel layer at the interface of the 3D model's base to enhance contact. Furthermore, the HBAF's size parameters can be programmed to achieve distinct pain thresholds, demonstrating its potential for personalized bionic sensors in artificial limbs and enhancing safety in collaborative robotics.
{"title":"Post-Processing Strengthened 3D Artificial Fingertip with Multi-Intensity Pain Perception","authors":"Huijing Li, Felix Thasan, Tongtong Cui, Raihan Alfaridzi, Andreas Stihl, Felix H. Schacher, Patrick Théato","doi":"10.1002/admt.202501896","DOIUrl":"10.1002/admt.202501896","url":null,"abstract":"<p>Artificial electric skin with multi-intensity pain-evaluating capabilities offers promising opportunities for the construction of friendly human-robot interaction. However, realizing a stepwise sensing system generally requires lateral integration of diverse materials, which is prone to delamination and thus operation failure. Here, a fully soft, monolithic hydrogel-based artificial fingertip (HBAF), fabricated via digital light processing (DLP) 3D printing, enabling robotic fingertips to distinguish objects in varying sizes is proposed. To enhance the mechanical and conductive properties of a printed hydrogel, a two-step post-processing method is developed to introduce a secondary functional network into a high-resolution soft model. This modification can increase stretchability by three-fold and conductivity by 1.78-fold compared to the original printed hydrogel. Notably, the integration challenge between the hydrogel-based sensor and the robotic body part is addressed by growing a polydopamine gel layer at the interface of the 3D model's base to enhance contact. Furthermore, the HBAF's size parameters can be programmed to achieve distinct pain thresholds, demonstrating its potential for personalized bionic sensors in artificial limbs and enhancing safety in collaborative robotics.</p>","PeriodicalId":7292,"journal":{"name":"Advanced Materials Technologies","volume":"11 2","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://advanced.onlinelibrary.wiley.com/doi/epdf/10.1002/admt.202501896","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146091059","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Huijing Li, Felix Thasan, Tongtong Cui, Raihan Alfaridzi, Andreas Stihl, Felix H. Schacher, Patrick Théato
Artificial electric skin with multi-intensity pain-evaluating capabilities offers promising opportunities for the construction of friendly human-robot interaction. However, realizing a stepwise sensing system generally requires lateral integration of diverse materials, which is prone to delamination and thus operation failure. Here, a fully soft, monolithic hydrogel-based artificial fingertip (HBAF), fabricated via digital light processing (DLP) 3D printing, enabling robotic fingertips to distinguish objects in varying sizes is proposed. To enhance the mechanical and conductive properties of a printed hydrogel, a two-step post-processing method is developed to introduce a secondary functional network into a high-resolution soft model. This modification can increase stretchability by three-fold and conductivity by 1.78-fold compared to the original printed hydrogel. Notably, the integration challenge between the hydrogel-based sensor and the robotic body part is addressed by growing a polydopamine gel layer at the interface of the 3D model's base to enhance contact. Furthermore, the HBAF's size parameters can be programmed to achieve distinct pain thresholds, demonstrating its potential for personalized bionic sensors in artificial limbs and enhancing safety in collaborative robotics.
{"title":"Post-Processing Strengthened 3D Artificial Fingertip with Multi-Intensity Pain Perception","authors":"Huijing Li, Felix Thasan, Tongtong Cui, Raihan Alfaridzi, Andreas Stihl, Felix H. Schacher, Patrick Théato","doi":"10.1002/admt.202501896","DOIUrl":"https://doi.org/10.1002/admt.202501896","url":null,"abstract":"<p>Artificial electric skin with multi-intensity pain-evaluating capabilities offers promising opportunities for the construction of friendly human-robot interaction. However, realizing a stepwise sensing system generally requires lateral integration of diverse materials, which is prone to delamination and thus operation failure. Here, a fully soft, monolithic hydrogel-based artificial fingertip (HBAF), fabricated via digital light processing (DLP) 3D printing, enabling robotic fingertips to distinguish objects in varying sizes is proposed. To enhance the mechanical and conductive properties of a printed hydrogel, a two-step post-processing method is developed to introduce a secondary functional network into a high-resolution soft model. This modification can increase stretchability by three-fold and conductivity by 1.78-fold compared to the original printed hydrogel. Notably, the integration challenge between the hydrogel-based sensor and the robotic body part is addressed by growing a polydopamine gel layer at the interface of the 3D model's base to enhance contact. Furthermore, the HBAF's size parameters can be programmed to achieve distinct pain thresholds, demonstrating its potential for personalized bionic sensors in artificial limbs and enhancing safety in collaborative robotics.</p>","PeriodicalId":7292,"journal":{"name":"Advanced Materials Technologies","volume":"11 2","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://advanced.onlinelibrary.wiley.com/doi/epdf/10.1002/admt.202501896","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146091060","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Karol Szuba-Jablonski, A. Bernardus Mostert, Drew B. Riley, Kenith E. Meissner
Protein materials have vital functions in living organisms and in the production of biomedical devices. Silk and collagen are established components of tissue regeneration scaffolds with electrical or bioactive functional properties, while fluorescent proteins are markers of cell activity and toxicity. Ultrabithorax (Ubx) is a protein material with excellent biocompatibility, elasticity, and functionalization pathways with fluorescent reporters, growth factors, and DNA aptamers. In this work, the optical and electrical properties of Ubx protein fusions are measured using techniques relevant for biosensing. Fluorescence spectra and lifetimes of Ubx fusions are measured. Förster resonance energy transfer (FRET) between Ubx and fluorescent fusion partners is reported for the first time. The stability of fluorescence of Ubx protein fusions with fluorescent proteins EGFP and mCherry is confirmed in a range of illumination powers. Impedance spectroscopy measurements show that increased relative humidity causes a rise in the electrical conductivity of Ubx fusion fibers by two orders of magnitude. Nyquist and broadband dielectric analyses indicate that charge transfer is dominated by ions, and the increase in conductivity is driven by increased ion mobility. This paper informs the choice of Ubx functionalization strategies for applications in biosensing using fluorescence lifetime imaging microscopy, FRET, and impedimetric spectroscopy.
{"title":"Characterization of The Electrical and Optical Properties of Ultrabithorax Fusion Fibers for Biosensing","authors":"Karol Szuba-Jablonski, A. Bernardus Mostert, Drew B. Riley, Kenith E. Meissner","doi":"10.1002/admt.202500920","DOIUrl":"https://doi.org/10.1002/admt.202500920","url":null,"abstract":"<p>Protein materials have vital functions in living organisms and in the production of biomedical devices. Silk and collagen are established components of tissue regeneration scaffolds with electrical or bioactive functional properties, while fluorescent proteins are markers of cell activity and toxicity. Ultrabithorax (Ubx) is a protein material with excellent biocompatibility, elasticity, and functionalization pathways with fluorescent reporters, growth factors, and DNA aptamers. In this work, the optical and electrical properties of Ubx protein fusions are measured using techniques relevant for biosensing. Fluorescence spectra and lifetimes of Ubx fusions are measured. Förster resonance energy transfer (FRET) between Ubx and fluorescent fusion partners is reported for the first time. The stability of fluorescence of Ubx protein fusions with fluorescent proteins EGFP and mCherry is confirmed in a range of illumination powers. Impedance spectroscopy measurements show that increased relative humidity causes a rise in the electrical conductivity of Ubx fusion fibers by two orders of magnitude. Nyquist and broadband dielectric analyses indicate that charge transfer is dominated by ions, and the increase in conductivity is driven by increased ion mobility. This paper informs the choice of Ubx functionalization strategies for applications in biosensing using fluorescence lifetime imaging microscopy, FRET, and impedimetric spectroscopy.</p>","PeriodicalId":7292,"journal":{"name":"Advanced Materials Technologies","volume":"11 2","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://advanced.onlinelibrary.wiley.com/doi/epdf/10.1002/admt.202500920","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146091101","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Siqian Lv, Qing Wu, Yufeng Song, Qinghao Song, Liyi Li
Flexible sensors are distinguished from rigid electronic devices by their lightweight characteristics and excellent deformation repeatability. Nonetheless, the suboptimal performance of flexible sensors, such as sensitivity, sensing range, and response time, necessitates the development of advanced optimization strategies, including material composition design, microstructure engineering, and device architecture innovation. The remarkable mechanical properties and high electrical conductivity of MXenes position them as promising materials for flexible sensors. This review systematically summarizes the progress in innovative synthesis methods of MXenes. The tunable conductivity, mechanical flexibility, and multi-functionality of MXenes are discussed. Subsequently, flexible strain and pressure sensors (categorized as piezoresistive, piezoelectric, capacitive, and triboelectric), along with gas and humidity sensors, are systematically analyzed. Finally, key challenges pertaining to biocompatibility and environmental stability are highlighted. Collectively, this review delivers a comprehensive and up-to-date perspective on MXene-based flexible sensors, establishing a robust foundation for future explorations and technological innovations in the field.
{"title":"MXene-Based Flexible Sensors: From Innovative Synthesis to Multifunctional Applications and Future Perspectives","authors":"Siqian Lv, Qing Wu, Yufeng Song, Qinghao Song, Liyi Li","doi":"10.1002/admt.202501718","DOIUrl":"https://doi.org/10.1002/admt.202501718","url":null,"abstract":"<p>Flexible sensors are distinguished from rigid electronic devices by their lightweight characteristics and excellent deformation repeatability. Nonetheless, the suboptimal performance of flexible sensors, such as sensitivity, sensing range, and response time, necessitates the development of advanced optimization strategies, including material composition design, microstructure engineering, and device architecture innovation. The remarkable mechanical properties and high electrical conductivity of MXenes position them as promising materials for flexible sensors. This review systematically summarizes the progress in innovative synthesis methods of MXenes. The tunable conductivity, mechanical flexibility, and multi-functionality of MXenes are discussed. Subsequently, flexible strain and pressure sensors (categorized as piezoresistive, piezoelectric, capacitive, and triboelectric), along with gas and humidity sensors, are systematically analyzed. Finally, key challenges pertaining to biocompatibility and environmental stability are highlighted. Collectively, this review delivers a comprehensive and up-to-date perspective on MXene-based flexible sensors, establishing a robust foundation for future explorations and technological innovations in the field.</p>","PeriodicalId":7292,"journal":{"name":"Advanced Materials Technologies","volume":"11 3","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146154979","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Karol Szuba-Jablonski, A. Bernardus Mostert, Drew B. Riley, Kenith E. Meissner
Protein materials have vital functions in living organisms and in the production of biomedical devices. Silk and collagen are established components of tissue regeneration scaffolds with electrical or bioactive functional properties, while fluorescent proteins are markers of cell activity and toxicity. Ultrabithorax (Ubx) is a protein material with excellent biocompatibility, elasticity, and functionalization pathways with fluorescent reporters, growth factors, and DNA aptamers. In this work, the optical and electrical properties of Ubx protein fusions are measured using techniques relevant for biosensing. Fluorescence spectra and lifetimes of Ubx fusions are measured. Förster resonance energy transfer (FRET) between Ubx and fluorescent fusion partners is reported for the first time. The stability of fluorescence of Ubx protein fusions with fluorescent proteins EGFP and mCherry is confirmed in a range of illumination powers. Impedance spectroscopy measurements show that increased relative humidity causes a rise in the electrical conductivity of Ubx fusion fibers by two orders of magnitude. Nyquist and broadband dielectric analyses indicate that charge transfer is dominated by ions, and the increase in conductivity is driven by increased ion mobility. This paper informs the choice of Ubx functionalization strategies for applications in biosensing using fluorescence lifetime imaging microscopy, FRET, and impedimetric spectroscopy.
{"title":"Characterization of The Electrical and Optical Properties of Ultrabithorax Fusion Fibers for Biosensing","authors":"Karol Szuba-Jablonski, A. Bernardus Mostert, Drew B. Riley, Kenith E. Meissner","doi":"10.1002/admt.202500920","DOIUrl":"https://doi.org/10.1002/admt.202500920","url":null,"abstract":"<p>Protein materials have vital functions in living organisms and in the production of biomedical devices. Silk and collagen are established components of tissue regeneration scaffolds with electrical or bioactive functional properties, while fluorescent proteins are markers of cell activity and toxicity. Ultrabithorax (Ubx) is a protein material with excellent biocompatibility, elasticity, and functionalization pathways with fluorescent reporters, growth factors, and DNA aptamers. In this work, the optical and electrical properties of Ubx protein fusions are measured using techniques relevant for biosensing. Fluorescence spectra and lifetimes of Ubx fusions are measured. Förster resonance energy transfer (FRET) between Ubx and fluorescent fusion partners is reported for the first time. The stability of fluorescence of Ubx protein fusions with fluorescent proteins EGFP and mCherry is confirmed in a range of illumination powers. Impedance spectroscopy measurements show that increased relative humidity causes a rise in the electrical conductivity of Ubx fusion fibers by two orders of magnitude. Nyquist and broadband dielectric analyses indicate that charge transfer is dominated by ions, and the increase in conductivity is driven by increased ion mobility. This paper informs the choice of Ubx functionalization strategies for applications in biosensing using fluorescence lifetime imaging microscopy, FRET, and impedimetric spectroscopy.</p>","PeriodicalId":7292,"journal":{"name":"Advanced Materials Technologies","volume":"11 2","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://advanced.onlinelibrary.wiley.com/doi/epdf/10.1002/admt.202500920","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146091055","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Enrica Luzzi, Martina de Salzano de Luna, Domenico Caputo, Giovanni Filippone, Paolo Aprea
Direct Ink Writing (DIW) is a versatile additive manufacturing technique widely used for processing complex inks, particularly particle-loaded formulations. Despite its broad applicability, the field lacks standardized criteria for defining and assessing printability. Existing approaches, typically based on rheological thresholds such as yield stress and elastic modulus, often lead to system-specific, inconsistent results and rely heavily on subjective visual inspection. This work presents a systematic framework for analyzing DIW printability, grounded in the unpacking of the printing process into five subfunctions: extrudability, single filament accuracy, planar accuracy, buildability, and ability to produce suspended structures. Each subfunction is examined in detail through dimensional analysis to identify the parameters responsible for its success. This approach enables a deeper understanding of the interactions between material properties and process variables and highlights how certain parameters can have opposing effects in different subfunctions. To support an objective evaluation, a standardized printability test based on a serpentine pattern is introduced. By quantifying key geometric features (filament width, height, curvature, and deflection) the test enables a reproducible and scalable comparison of inks across a wide range of formulations. This method replaces qualitative assessments with measurable, normalized metrics, providing a robust tool for ink development and printer calibration.
{"title":"Printability Metrics in Direct Ink Writing: Critical Review of the Literature and Novel Perspective Based on Dimensional Analysis","authors":"Enrica Luzzi, Martina de Salzano de Luna, Domenico Caputo, Giovanni Filippone, Paolo Aprea","doi":"10.1002/admt.202501282","DOIUrl":"https://doi.org/10.1002/admt.202501282","url":null,"abstract":"<p>Direct Ink Writing (DIW) is a versatile additive manufacturing technique widely used for processing complex inks, particularly particle-loaded formulations. Despite its broad applicability, the field lacks standardized criteria for defining and assessing printability. Existing approaches, typically based on rheological thresholds such as yield stress and elastic modulus, often lead to system-specific, inconsistent results and rely heavily on subjective visual inspection. This work presents a systematic framework for analyzing DIW printability, grounded in the unpacking of the printing process into five subfunctions: extrudability, single filament accuracy, planar accuracy, buildability, and ability to produce suspended structures. Each subfunction is examined in detail through dimensional analysis to identify the parameters responsible for its success. This approach enables a deeper understanding of the interactions between material properties and process variables and highlights how certain parameters can have opposing effects in different subfunctions. To support an objective evaluation, a standardized printability test based on a serpentine pattern is introduced. By quantifying key geometric features (filament width, height, curvature, and deflection) the test enables a reproducible and scalable comparison of inks across a wide range of formulations. This method replaces qualitative assessments with measurable, normalized metrics, providing a robust tool for ink development and printer calibration.</p>","PeriodicalId":7292,"journal":{"name":"Advanced Materials Technologies","volume":"10 22","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://advanced.onlinelibrary.wiley.com/doi/epdf/10.1002/admt.202501282","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145538075","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ji Seon Kim, Young Je Kwon, Jung-Hye Song, Yoon Ah Im, Dong Jun Han, Ho Jin Jung, Kie Yong Cho, Eun Kwang Lee
Organic electrochemical transistors (OECTs) offer a compelling platform for hardware synapses, yet ion transport through the common semi-crystalline PVDF-HFP electrolyte suppresses switching speed and energy efficiency. Here, DPVDF-SZ, a soft zwitterionic fluoropolymer ion gel engineered by grafting sulfobetaine side chains onto a flexible PVDF-CTFE backbone, is introduced. Crystallinity drops to ≈3%, and fracture strain rises to 84%. Paired with PEDOT:PSS, DPVDF-SZ achieves a µC* of 127 F V−1 s−1 cm−1—where µC* is the product of charge carrier mobility and volumetric capacitance—while tripling transconductance and reducing the threshold voltage by 0.3 V under sub −1.5 V operation. Soft zwitterionic interfaces deliver >90% current retention after 70 pulses, linear bidirectional weight updates across 60 write/erase cycles, and tunable paired-pulse plasticity. In a 4 × 4 OECT reservoir array, DPVDF-SZ classifies temporal pulse patterns and reconstructs 16 × 16 images with minimal energy. DPVDF-SZ-based OECTs address signal retention and ion migration challenges, enabling efficient neuromorphic systems and potentially bridging AI with biological neural processing.
有机电化学晶体管(OECTs)为硬件突触提供了一个引人注目的平台,然而通过普通半晶体PVDF-HFP电解质的离子传输抑制了开关速度和能量效率。本文介绍了一种通过在柔性PVDF-CTFE骨架上接枝磺基甜菜碱侧链而制成的软两性离子氟聚合物离子凝胶。结晶度下降到≈3%,断裂应变上升到84%。与PEDOT:PSS配合使用,DPVDF-SZ实现了127 F V - 1 s - 1 cm - 1的µC*(其中µC*是电荷载流子迁移率和体积电容的乘积),同时在−1.5 V以下工作时跨导提高了三倍,阈值电压降低了0.3 V。软两性离子界面在70个脉冲后提供90%的电流保持,在60个写/擦除周期内线性双向权重更新,以及可调谐的对脉冲可塑性。在4 × 4 OECT储层阵列中,DPVDF-SZ对时间脉冲模式进行分类,并以最小能量重建16 × 16图像。基于dpvdf - sz的oect解决了信号保留和离子迁移的挑战,实现了高效的神经形态系统,并有可能将人工智能与生物神经处理连接起来。
{"title":"Zwitterionic Fluoropolymer-Engineered Synaptic Clefts Enhance Ion Dynamics in Neuromorphic OECTs","authors":"Ji Seon Kim, Young Je Kwon, Jung-Hye Song, Yoon Ah Im, Dong Jun Han, Ho Jin Jung, Kie Yong Cho, Eun Kwang Lee","doi":"10.1002/admt.202501662","DOIUrl":"10.1002/admt.202501662","url":null,"abstract":"<p>Organic electrochemical transistors (OECTs) offer a compelling platform for hardware synapses, yet ion transport through the common semi-crystalline PVDF-HFP electrolyte suppresses switching speed and energy efficiency. Here, DPVDF-SZ, a soft zwitterionic fluoropolymer ion gel engineered by grafting sulfobetaine side chains onto a flexible PVDF-CTFE backbone, is introduced. Crystallinity drops to ≈3%, and fracture strain rises to 84%. Paired with PEDOT:PSS, DPVDF-SZ achieves a <i>µC</i>* of 127 F V<sup>−1</sup> s<sup>−1</sup> cm<sup>−1</sup>—where <i>µC</i>* is the product of charge carrier mobility and volumetric capacitance—while tripling transconductance and reducing the threshold voltage by 0.3 V under sub −1.5 V operation. Soft zwitterionic interfaces deliver >90% current retention after 70 pulses, linear bidirectional weight updates across 60 write/erase cycles, and tunable paired-pulse plasticity. In a 4 × 4 OECT reservoir array, DPVDF-SZ classifies temporal pulse patterns and reconstructs 16 × 16 images with minimal energy. DPVDF-SZ-based OECTs address signal retention and ion migration challenges, enabling efficient neuromorphic systems and potentially bridging AI with biological neural processing.</p>","PeriodicalId":7292,"journal":{"name":"Advanced Materials Technologies","volume":"11 2","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://advanced.onlinelibrary.wiley.com/doi/epdf/10.1002/admt.202501662","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146057806","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
All the known methods (e.g., mechanical exfoliation, liquid-phase exfoliation, ionic shearing, chemical vapor deposition, nano-precipitation, etc.) cannot be used to prepare uniformly distributed black phosphorus (BP) nanolayers on a large scale, while the vapor deposition method brings a huge cost burden (e.g., material costs, equipment and energy consumption, process efficiency and yield, scalability, and throughput). This unevenly distributed BP layer will cause significant performance differences among the same batch of memristors due to the differences in the film layers when preparing memristors, which will greatly limit its application in memristors and optoelectronic devices. To address this problem, a freezing-solidification-vacuum drying (FSVD) strategy has been successfully developed to prepare high-quality 2D BP films on a large scale. This approach is also used to transfer the EB-COF film prepared using the liquid-liquid interface assisted method to the BP film coated onto the ITO substrate. The as-fabricated bilayer heterojunction device, Al/EB-COF/BP/ITO, exhibits an excellent memristive performance at a small sweep voltage range of ±1V. By utilizing this outstanding performance, a convolutional neural network is constructed to achieve the encryption and recognition of image data.
{"title":"Freezing-Solidification-Vacuum Drying Strategy for Preparing High-Quality 2D BP and COFs-Based Bilayer Heterojunction","authors":"Tianhao Qin, Qiang Che, Chengjian Zhang, Dongliang Zhang, Qian Chen, Haidong He, Yu Chen","doi":"10.1002/admt.202501558","DOIUrl":"10.1002/admt.202501558","url":null,"abstract":"<p>All the known methods (e.g., mechanical exfoliation, liquid-phase exfoliation, ionic shearing, chemical vapor deposition, nano-precipitation, etc.) cannot be used to prepare uniformly distributed black phosphorus (BP) nanolayers on a large scale, while the vapor deposition method brings a huge cost burden (e.g., material costs, equipment and energy consumption, process efficiency and yield, scalability, and throughput). This unevenly distributed BP layer will cause significant performance differences among the same batch of memristors due to the differences in the film layers when preparing memristors, which will greatly limit its application in memristors and optoelectronic devices. To address this problem, a freezing-solidification-vacuum drying (FSVD) strategy has been successfully developed to prepare high-quality 2D BP films on a large scale. This approach is also used to transfer the EB-COF film prepared using the liquid-liquid interface assisted method to the BP film coated onto the ITO substrate. The as-fabricated bilayer heterojunction device, Al/EB-COF/BP/ITO, exhibits an excellent memristive performance at a small sweep voltage range of ±1V. By utilizing this outstanding performance, a convolutional neural network is constructed to achieve the encryption and recognition of image data.</p>","PeriodicalId":7292,"journal":{"name":"Advanced Materials Technologies","volume":"11 2","pages":""},"PeriodicalIF":6.4,"publicationDate":"2025-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146083213","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}