Pub Date : 2025-07-01DOI: 10.1007/s40042-025-01423-5
Tae Jong Hwang, Jong Su Kim
Amorphous Ga₂O₃ thin films were deposited on c-plane sapphire substrates by RF magnetron sputtering under varying oxygen partial pressures and crystallized into the monoclinic β-phase via post-annealing at 1000 °C in an oxygen atmosphere. Atomic force microscopy revealed that films grown under low oxygen conditions exhibited surface cracks, while those deposited at higher oxygen pressures showed smooth, crack-free surfaces. Raman spectroscopy showed a progressive increase in the intensities of Ga–O vibrational modes around 200 and 415 cm⁻1 with increasing oxygen partial pressure, indicating enhanced structural ordering. Optical transmittance measurements revealed a non-linear change in bandgap energy from 4.8 to 4.95 eV, likely due to variations in defect concentration and stoichiometry. The refractive index remained nearly constant at ~ 1.76, suggesting low film density or structural inhomogeneity. These results suggest that β-Ga₂O₃ thin films fabricated under different oxygen partial pressures may still exhibit variations in microstructure and optical properties even after post-annealing.
采用射频磁控溅射法在C面蓝宝石衬底上制备了Ga₂O₃非晶薄膜,并在氧气气氛中1000℃退火后结晶为单斜晶相β。原子力显微镜显示,在低氧条件下生长的薄膜表面有裂纹,而在高氧压力下沉积的薄膜表面光滑,无裂纹。拉曼光谱显示,随着氧分压的增加,在200和415 cm - 1附近Ga-O振动模式的强度逐渐增加,表明结构有序性增强。光学透射率测量显示,带隙能量从4.8 eV到4.95 eV呈非线性变化,这可能是由于缺陷浓度和化学计量的变化。折射率基本保持在~ 1.76,表明薄膜密度低或结构不均匀。这些结果表明,在不同氧分压下制备的β-Ga₂O₃薄膜即使经过退火后,其微观结构和光学性能仍然会发生变化。
{"title":"Crystallinity and optical properties of post-annealed Ga2O3 thin films deposited under varying oxygen partial pressures","authors":"Tae Jong Hwang, Jong Su Kim","doi":"10.1007/s40042-025-01423-5","DOIUrl":"10.1007/s40042-025-01423-5","url":null,"abstract":"<div><p>Amorphous Ga₂O₃ thin films were deposited on c-plane sapphire substrates by RF magnetron sputtering under varying oxygen partial pressures and crystallized into the monoclinic β-phase via post-annealing at 1000 °C in an oxygen atmosphere. Atomic force microscopy revealed that films grown under low oxygen conditions exhibited surface cracks, while those deposited at higher oxygen pressures showed smooth, crack-free surfaces. Raman spectroscopy showed a progressive increase in the intensities of Ga–O vibrational modes around 200 and 415 cm⁻<sup>1</sup> with increasing oxygen partial pressure, indicating enhanced structural ordering. Optical transmittance measurements revealed a non-linear change in bandgap energy from 4.8 to 4.95 eV, likely due to variations in defect concentration and stoichiometry. The refractive index remained nearly constant at ~ 1.76, suggesting low film density or structural inhomogeneity. These results suggest that β-Ga₂O₃ thin films fabricated under different oxygen partial pressures may still exhibit variations in microstructure and optical properties even after post-annealing.</p></div>","PeriodicalId":677,"journal":{"name":"Journal of the Korean Physical Society","volume":"87 4","pages":"386 - 393"},"PeriodicalIF":0.9,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145160763","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-07-01DOI: 10.1007/s40042-025-01340-7
Yun-Cheol Kim, Young-Do Joo, In-Soo Park, Se-Hwan Park, Yong-Seok Lee, Mu-Jin Lee, Hyo-Jin Kim, BongHyuk Choi
Korea 4th Generation Synchrotron Radiation Accelerator(Korea-4GSR), aim to achieve a 4 GeV ultra-low emittance beam with a current of up to 400 mA to enhance beam brightness. However, lowering the beam emittance increases the electron density within the bunch, which in turn reduces the beam lifetime due to Touschek scattering and intra-beam scattering. Therefore, to reduce the electron density within the bunch, we considered the application of a normal conducting 3rd harmonic cavity with a 1.5 GHz operating frequency and proceeded with prototype development. The developed harmonic cavity was designed based on the Spanish ALBA model, with design modifications for cooling and mechanical parts. In this presentation, the design, fabrication, and low-power test results of the harmonic cavity were described. With future performance validation and improvements, it is anticipated that this cavity could be utilized not only in the Korea-4GSR but also in other accelerators with similar specifications.
{"title":"Implementation and low power test of 3rd harmonic cavity prototype for Korea-4GSR","authors":"Yun-Cheol Kim, Young-Do Joo, In-Soo Park, Se-Hwan Park, Yong-Seok Lee, Mu-Jin Lee, Hyo-Jin Kim, BongHyuk Choi","doi":"10.1007/s40042-025-01340-7","DOIUrl":"10.1007/s40042-025-01340-7","url":null,"abstract":"<div><p>Korea 4th Generation Synchrotron Radiation Accelerator(Korea-4GSR), aim to achieve a 4 GeV ultra-low emittance beam with a current of up to 400 mA to enhance beam brightness. However, lowering the beam emittance increases the electron density within the bunch, which in turn reduces the beam lifetime due to Touschek scattering and intra-beam scattering. Therefore, to reduce the electron density within the bunch, we considered the application of a normal conducting 3rd harmonic cavity with a 1.5 GHz operating frequency and proceeded with prototype development. The developed harmonic cavity was designed based on the Spanish ALBA model, with design modifications for cooling and mechanical parts. In this presentation, the design, fabrication, and low-power test results of the harmonic cavity were described. With future performance validation and improvements, it is anticipated that this cavity could be utilized not only in the Korea-4GSR but also in other accelerators with similar specifications.</p></div>","PeriodicalId":677,"journal":{"name":"Journal of the Korean Physical Society","volume":"87 on","pages":"1129 - 1133"},"PeriodicalIF":0.9,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145341187","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-07-01DOI: 10.1007/s40042-025-01429-z
Heetae Kim, Sungmin Jeon, Juwan Kim, Junwoo Lee, Moosang Kim, Jongdae Joo, Myung Ook Hyun, Hoe Chun Jung, Hyojae Jang, Youngkwon Kim, Gunn-Tae Park, Mijoung Joung, Yoochul Jung
{"title":"Erratum: Superconducting cavities for SCL3","authors":"Heetae Kim, Sungmin Jeon, Juwan Kim, Junwoo Lee, Moosang Kim, Jongdae Joo, Myung Ook Hyun, Hoe Chun Jung, Hyojae Jang, Youngkwon Kim, Gunn-Tae Park, Mijoung Joung, Yoochul Jung","doi":"10.1007/s40042-025-01429-z","DOIUrl":"10.1007/s40042-025-01429-z","url":null,"abstract":"","PeriodicalId":677,"journal":{"name":"Journal of the Korean Physical Society","volume":"87 5","pages":"727 - 727"},"PeriodicalIF":0.9,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144914595","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-07-01DOI: 10.1007/s40042-025-01420-8
Hyeonmo Koo
We perform head-on collision simulations of compact dark matter subhalos using distinct numerical methods for fuzzy dark matter (FDM) and cold dark matter (CDM) models. For FDM, we solve the Schrödinger–Poisson equations with a pseudo-spectral solver, while for CDM, we utilize a smoothed particle hydrodynamics N-body code. Our results show that velocity decrease of subhalos is significantly greater in FDM model than in CDM, particularly at lower initial velocities, attributed to gravitational cooling—a unique mechanism of stabilizing in FDM with dissipating kinetic energy. This stark contrast in energy dissipation between two DM models suggests that FDM may offer valuable insights into understanding the dynamic behaviors of DM during galaxy cluster collisions, such as those observed in the Bullet cluster and Abell 520. These findings strongly suggest that FDM is not only capable of explaining these complex astrophysical phenomena but also serves as a compelling alternative to the traditional CDM model, offering resolutions to longstanding discrepancies in DM behavior.
{"title":"Head-on collisions of fuzzy/cold dark matter subhalos","authors":"Hyeonmo Koo","doi":"10.1007/s40042-025-01420-8","DOIUrl":"10.1007/s40042-025-01420-8","url":null,"abstract":"<div><p>We perform head-on collision simulations of compact dark matter subhalos using distinct numerical methods for fuzzy dark matter (FDM) and cold dark matter (CDM) models. For FDM, we solve the Schrödinger–Poisson equations with a pseudo-spectral solver, while for CDM, we utilize a smoothed particle hydrodynamics <i>N</i>-body code. Our results show that velocity decrease of subhalos is significantly greater in FDM model than in CDM, particularly at lower initial velocities, attributed to gravitational cooling—a unique mechanism of stabilizing in FDM with dissipating kinetic energy. This stark contrast in energy dissipation between two DM models suggests that FDM may offer valuable insights into understanding the dynamic behaviors of DM during galaxy cluster collisions, such as those observed in the Bullet cluster and Abell 520. These findings strongly suggest that FDM is not only capable of explaining these complex astrophysical phenomena but also serves as a compelling alternative to the traditional CDM model, offering resolutions to longstanding discrepancies in DM behavior.</p></div>","PeriodicalId":677,"journal":{"name":"Journal of the Korean Physical Society","volume":"87 4","pages":"430 - 440"},"PeriodicalIF":0.9,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144843204","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-07-01DOI: 10.1007/s40042-025-01430-6
Soobeom Choi, Hyejeong Jeong, ChanSoo Kim, Hyungkook Choi, Myunglae Jo
Trapped interfacial bubbles in van der Waals (vdW) heterostructures degrade electronic performance but also present opportunities for local strain engineering. We develop a comprehensive thermomechanical model to investigate how localized continuous-wave (CW) laser heating can be used to manipulate such bubbles in hBN/graphene/hBN stacks. By integrating finite-difference heat conduction simulations with analytical models of bubble energetics, we quantify laser-induced temperature distributions and the conditions required for bubble migration. Our model incorporates optical absorption in both the encapsulated 2D layers and silicon substrate, vertical and lateral heat spreading, and interfacial thermal resistance. A temperature-based criterion for bubble migration is derived from the energy balance between internal pressure buildup and adhesion-limited motion. We show that focused laser power (40 mW) can raise local temperatures to 800 K, sufficient to overcome adhesion barriers for bubbles above a critical size. Notably, our analysis reveals that while the migration direction depends on a competition between internal pressure and adhesion energy gradients, the temperature dependence of adhesion typically dominates, driving bubbles toward colder regions under realistic conditions. These results offer a predictive framework for optothermal interface engineering, enabling spatially controlled bubble removal, cleanliness enhancement, and programmable strain in 2D material devices.
{"title":"Thermomechanical modeling of bubble migration under local laser heating in van der Waals heterostructures","authors":"Soobeom Choi, Hyejeong Jeong, ChanSoo Kim, Hyungkook Choi, Myunglae Jo","doi":"10.1007/s40042-025-01430-6","DOIUrl":"10.1007/s40042-025-01430-6","url":null,"abstract":"<div><p>Trapped interfacial bubbles in van der Waals (vdW) heterostructures degrade electronic performance but also present opportunities for local strain engineering. We develop a comprehensive thermomechanical model to investigate how localized continuous-wave (CW) laser heating can be used to manipulate such bubbles in hBN/graphene/hBN stacks. By integrating finite-difference heat conduction simulations with analytical models of bubble energetics, we quantify laser-induced temperature distributions and the conditions required for bubble migration. Our model incorporates optical absorption in both the encapsulated 2D layers and silicon substrate, vertical and lateral heat spreading, and interfacial thermal resistance. A temperature-based criterion for bubble migration is derived from the energy balance between internal pressure buildup and adhesion-limited motion. We show that focused laser power (40 mW) can raise local temperatures to 800 K, sufficient to overcome adhesion barriers for bubbles above a critical size. Notably, our analysis reveals that while the migration direction depends on a competition between internal pressure and adhesion energy gradients, the temperature dependence of adhesion typically dominates, driving bubbles toward colder regions under realistic conditions. These results offer a predictive framework for optothermal interface engineering, enabling spatially controlled bubble removal, cleanliness enhancement, and programmable strain in 2D material devices.</p></div>","PeriodicalId":677,"journal":{"name":"Journal of the Korean Physical Society","volume":"87 4","pages":"378 - 385"},"PeriodicalIF":0.9,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144843220","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-07-01DOI: 10.1007/s40042-025-01428-0
Dowook Kim, So Young Kim, Jun Sung Kim, Tae-Hwan Kim
We demonstrate that strong local electric fields generated by a scanning tunneling microscope (STM) tip induce nanoscale structural modifications beneath the surface of bilayer (textrm{Ta}_{2}textrm{NiSe}_{5}). Applying voltage pulses with a positive sample bias leads to the formation of depressions at the pulse sites and protrusions at laterally displaced locations along the crystal’s chain direction. Bias-dependent STM imaging and scanning tunneling spectroscopy reveal no measurable change in the surface electronic structure, indicating that the observed height variations originate from structural, rather than electronic, effects. We propose that the electric field drives anisotropic atomic migration within the van der Waals gap, resulting in reversible and directional reconfiguration of subsurface layers. Sequential pulsing further confirms the dynamic nature of this process, allowing local depressions and protrusions to be erased or repositioned. Our findings introduce a mechanism for electric-field-induced subsurface patterning in layered materials, with potential applications in reconfigurable nanoscale devices in van der Waals materials.
{"title":"Electric-field-driven subsurface atomic migration in van der Waals bilayer (textrm{Ta}_{2}textrm{NiSe}_{5}) via scanning tunneling microscopy","authors":"Dowook Kim, So Young Kim, Jun Sung Kim, Tae-Hwan Kim","doi":"10.1007/s40042-025-01428-0","DOIUrl":"10.1007/s40042-025-01428-0","url":null,"abstract":"<div><p>We demonstrate that strong local electric fields generated by a scanning tunneling microscope (STM) tip induce nanoscale structural modifications beneath the surface of bilayer <span>(textrm{Ta}_{2}textrm{NiSe}_{5})</span>. Applying voltage pulses with a positive sample bias leads to the formation of depressions at the pulse sites and protrusions at laterally displaced locations along the crystal’s chain direction. Bias-dependent STM imaging and scanning tunneling spectroscopy reveal no measurable change in the surface electronic structure, indicating that the observed height variations originate from structural, rather than electronic, effects. We propose that the electric field drives anisotropic atomic migration within the van der Waals gap, resulting in reversible and directional reconfiguration of subsurface layers. Sequential pulsing further confirms the dynamic nature of this process, allowing local depressions and protrusions to be erased or repositioned. Our findings introduce a mechanism for electric-field-induced subsurface patterning in layered materials, with potential applications in reconfigurable nanoscale devices in van der Waals materials.</p></div>","PeriodicalId":677,"journal":{"name":"Journal of the Korean Physical Society","volume":"87 4","pages":"394 - 399"},"PeriodicalIF":0.9,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144843202","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-07-01DOI: 10.1007/s40042-025-01417-3
Junaid Khan, Waqar Uddin, Faisal Nawab, Javaid Khan, Abdullah K. Alanazi, Rahaf Ajaj, Abdur Rauf, Hassan A. Hemeg
In the present work, the physical properties and hydrogen storage capacity of Sr-based perovskites, XSrH3, where (X = N, Cl, and Mg), are investigated. Every compound has thermal stability and is dynamic in structure. For NSrH3, ClSrH3, and MgSrH3, the corresponding symmetry lattice parameters are 3.701 Å, 3.800 Å, and 3.7328 Å. All compounds exhibit thermodynamic stability, as indicated by the estimated negative formation energy. It has been discovered that Sr-based perovskite compounds exhibit dynamic stability through phonon dispersion analysis. They have been shown to be both mechanically and elastically stable using the mechanical elastic calculation. The bulk modulus, shear modulus, and Poisson’s ratio can all be found using the calculated acquired elastic constant. It was found that all substances are elastically anisotropic and brittle. The examination of the band gap reveals that both exhibit metallic behavior. All substances exhibit their highest levels of conductivity and absorption in the UV region of their optical characteristics.
本文研究了锶基钙钛矿XSrH3 (X = N, Cl, Mg)的物理性质和储氢能力。每种化合物都具有热稳定性和动态结构。对于NSrH3、ClSrH3和MgSrH3,对应的对称晶格参数分别为3.701 Å、3.800 Å和3.7328 Å。所有化合物都表现出热力学稳定性,正如估计的负地层能所表明的那样。通过声子色散分析发现,锶基钙钛矿化合物具有动态稳定性。用机械弹性计算表明它们具有机械和弹性稳定性。利用计算得到的弹性常数,可以求出体积模量、剪切模量和泊松比。结果表明,所有物质均具有弹性各向异性和脆性。对带隙的检查显示两者都表现出金属行为。所有物质在其光学特性的紫外区表现出最高的导电性和吸收率。
{"title":"Exploring strontium-based chalcogenides for hydrogen storage applications: fundamentals of structural, photovoltaic, thermodynamic, and hydrogen storage properties using the GGA methodology","authors":"Junaid Khan, Waqar Uddin, Faisal Nawab, Javaid Khan, Abdullah K. Alanazi, Rahaf Ajaj, Abdur Rauf, Hassan A. Hemeg","doi":"10.1007/s40042-025-01417-3","DOIUrl":"10.1007/s40042-025-01417-3","url":null,"abstract":"<div><p>In the present work, the physical properties and hydrogen storage capacity of Sr-based perovskites, XSrH<sub>3</sub>, where (X = N, Cl, and Mg), are investigated. Every compound has thermal stability and is dynamic in structure. For NSrH<sub>3</sub>, ClSrH<sub>3</sub>, and MgSrH<sub>3</sub>, the corresponding symmetry lattice parameters are 3.701 Å, 3.800 Å, and 3.7328 Å. All compounds exhibit thermodynamic stability, as indicated by the estimated negative formation energy. It has been discovered that Sr-based perovskite compounds exhibit dynamic stability through phonon dispersion analysis. They have been shown to be both mechanically and elastically stable using the mechanical elastic calculation. The bulk modulus, shear modulus, and Poisson’s ratio can all be found using the calculated acquired elastic constant. It was found that all substances are elastically anisotropic and brittle. The examination of the band gap reveals that both exhibit metallic behavior. All substances exhibit their highest levels of conductivity and absorption in the UV region of their optical characteristics.</p></div>","PeriodicalId":677,"journal":{"name":"Journal of the Korean Physical Society","volume":"87 4","pages":"365 - 377"},"PeriodicalIF":0.9,"publicationDate":"2025-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144843219","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-06-25DOI: 10.1007/s40042-025-01415-5
Lavanya Repaka, J. Ajayan, Asisa Kumar Panigrahy, Sandip Bhattacharya, B. Mounika
The DC/RF performance of a T-gate AlN/GaN heterojunction MOS-HEMT (AGMH) device on SiC substrate with a Hafnium-based high-k gate dielectric material is thoroughly and meticulously investigated in this article. The research investigation looks at how different gate lengths affect important device metrics, such as cut-off frequency (fT), intrinsic capacitances (CGD & CGS), GM (transconductance), and ID (drain current). The proposed AGMH device with LG of 40 nm, tb of 3 nm, tox of 3 nm, LGS of 250 nm, & LGD of 400 nm exhibited ID-max (maximum ID) of 2.221 A/mm, GM-peak (peak transconductance) of 505.5 mS/mm, & fT-max (maximum fT) of 256 GHz. The remarkable DC/RF performance results from strong carrier confinement & minimized leakage current (IDL) enabled by scaling down the device parameters. This makes them a desirable option for RF power electronics and microwave (µw) applications in future generations, with a great deal of room for performance and efficiency gains.
{"title":"High-performance AlN/GaN/AlGaN-MOSHEMTs on SiC wafer: scaling and gate material innovations for upcoming radar and communication systems","authors":"Lavanya Repaka, J. Ajayan, Asisa Kumar Panigrahy, Sandip Bhattacharya, B. Mounika","doi":"10.1007/s40042-025-01415-5","DOIUrl":"10.1007/s40042-025-01415-5","url":null,"abstract":"<div><p>The DC/RF performance of a T-gate AlN/GaN heterojunction MOS-HEMT (AGMH) device on SiC substrate with a Hafnium-based high-k gate dielectric material is thoroughly and meticulously investigated in this article. The research investigation looks at how different gate lengths affect important device metrics, such as cut-off frequency (<i>f</i><sub><i>T</i></sub>), intrinsic capacitances (C<sub>GD</sub> & C<sub>GS</sub>), G<sub>M</sub> (transconductance), and I<sub>D</sub> (drain current). The proposed AGMH device with L<sub>G</sub> of 40 nm, t<sub>b</sub> of 3 nm, t<sub>ox</sub> of 3 nm, L<sub>GS</sub> of 250 nm, & L<sub>GD</sub> of 400 nm exhibited I<sub>D-max</sub> (maximum I<sub>D</sub>) of 2.221 A/mm, G<sub>M-peak</sub> (peak transconductance) of 505.5 mS/mm, & <i>f</i><sub><i>T-max</i></sub> (maximum <i>f</i><sub><i>T</i></sub>) of 256 GHz. The remarkable DC/RF performance results from strong carrier confinement & minimized leakage current (I<sub>DL</sub>) enabled by scaling down the device parameters. This makes them a desirable option for RF power electronics and microwave (µw) applications in future generations, with a great deal of room for performance and efficiency gains.</p></div>","PeriodicalId":677,"journal":{"name":"Journal of the Korean Physical Society","volume":"87 4","pages":"414 - 429"},"PeriodicalIF":0.9,"publicationDate":"2025-06-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144843265","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-06-17DOI: 10.1007/s40042-025-01416-4
Neda Ahmad, Sonam Rewari, Vandana Nath
In this work, for the first time, an ensembled machine learning-based Hybrid Stacking approach is presented for small-signal behavioral modeling of high electron mobility transistors (HEMT). The device under test (DUT) is AlGaN/InGaN/GaN HEMT on a silicon carbide (SiC) substrate characterized at frequencies up to 50 GHz under room temperature. The stacking model was developed and trained on technology computer-aided design (TCAD)-generated data using four input parameters. It focuses on representing the device’s input–output behavior without delving deeply into the underlying physics. It can handle complex, nonlinear relationships and provide insights into device performance across varying conditions. The model’s predicted and simulated S-parameters show excellent agreement across the entire frequency range. The model demonstrated exceptional accuracy in both interpolation and extrapolation tests, achieving a mean absolute error (MAE) of 3.55E(-)03, mean squared error (MSE) of 5.20E(-)5, and root mean square error (RMSE) of 5.298E(-)03. The R-squared and explained variance scores were approximately 0.99 and 0.998, respectively. By precisely capturing the dependability of S-parameters on bias points and operating conditions, the proposed methodology highlights its potential to reduce barriers to adopting machine learning techniques in semiconductor research. This approach enhances the understanding of GaN HEMT performance and encourages the exploration of advanced ML models for broader applications in device analysis and optimization.
{"title":"Data-driven small-signal modeling of AlGaN/InGaN/GaN high electron mobility transistor using multi-layered ensemble learning","authors":"Neda Ahmad, Sonam Rewari, Vandana Nath","doi":"10.1007/s40042-025-01416-4","DOIUrl":"10.1007/s40042-025-01416-4","url":null,"abstract":"<div><p>In this work, for the first time, an ensembled machine learning-based Hybrid Stacking approach is presented for small-signal behavioral modeling of high electron mobility transistors (HEMT). The device under test (DUT) is AlGaN/InGaN/GaN HEMT on a silicon carbide (SiC) substrate characterized at frequencies up to 50 GHz under room temperature. The stacking model was developed and trained on technology computer-aided design (TCAD)-generated data using four input parameters. It focuses on representing the device’s input–output behavior without delving deeply into the underlying physics. It can handle complex, nonlinear relationships and provide insights into device performance across varying conditions. The model’s predicted and simulated S-parameters show excellent agreement across the entire frequency range. The model demonstrated exceptional accuracy in both interpolation and extrapolation tests, achieving a mean absolute error (MAE) of 3.55E<span>(-)</span>03, mean squared error (MSE) of 5.20E<span>(-)</span>5, and root mean square error (RMSE) of 5.298E<span>(-)</span>03. The R-squared and explained variance scores were approximately 0.99 and 0.998, respectively. By precisely capturing the dependability of S-parameters on bias points and operating conditions, the proposed methodology highlights its potential to reduce barriers to adopting machine learning techniques in semiconductor research. This approach enhances the understanding of GaN HEMT performance and encourages the exploration of advanced ML models for broader applications in device analysis and optimization.</p></div>","PeriodicalId":677,"journal":{"name":"Journal of the Korean Physical Society","volume":"87 3","pages":"319 - 329"},"PeriodicalIF":0.9,"publicationDate":"2025-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145144033","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-06-17DOI: 10.1007/s40042-025-01409-3
Sweta Sharma, Sunil, Poonam Sharma
This study investigates the effect of rotation on viscoelastic fluid convection using the Voigt model in a porous medium under thermal nonequilibrium conditions. The analysis considers three boundary conditions with different combinations of free and rigid surfaces. The Darcy–Brinkman model is used to characterize the porous medium, and the Coriolis term is incorporated into the momentum equation to account for rotational effects. A dual-temperature model represents thermal non-equilibrium. Stability analysis is performed using both nonlinear (energy method) and linear (normal mode) approaches. The formulated eigenvalue problems are solved using single-term Galerkin method, from which explicit expressions for the Rayleigh number are derived. The critical Rayleigh number is then obtained by minimizing these expressions with respect to the wavenumber. The results establish stability thresholds and identify the key factors influencing the onset of both stationary and oscillatory convection. The global stability analysis confirms identical Rayleigh numbers for both approaches. Increasing the viscoelastic parameter (lambda) stabilizes oscillatory convection, leading to its disappearance beyond (lambda >1.3) (free–free), (lambda >0.26) (rigid–free), and (lambda >0.13) (rigid–rigid) boundary conditions, while keeping other parameters fixed, with a corresponding reduction in the wave number ranges.
{"title":"Thermosolutal convection in a rotating Navier–Stokes–Voigt fluid saturating a porous medium under thermal non-equilibrium conditions","authors":"Sweta Sharma, Sunil, Poonam Sharma","doi":"10.1007/s40042-025-01409-3","DOIUrl":"10.1007/s40042-025-01409-3","url":null,"abstract":"<div><p>This study investigates the effect of rotation on viscoelastic fluid convection using the Voigt model in a porous medium under thermal nonequilibrium conditions. The analysis considers three boundary conditions with different combinations of free and rigid surfaces. The Darcy–Brinkman model is used to characterize the porous medium, and the Coriolis term is incorporated into the momentum equation to account for rotational effects. A dual-temperature model represents thermal non-equilibrium. Stability analysis is performed using both nonlinear (energy method) and linear (normal mode) approaches. The formulated eigenvalue problems are solved using single-term Galerkin method, from which explicit expressions for the Rayleigh number are derived. The critical Rayleigh number is then obtained by minimizing these expressions with respect to the wavenumber. The results establish stability thresholds and identify the key factors influencing the onset of both stationary and oscillatory convection. The global stability analysis confirms identical Rayleigh numbers for both approaches. Increasing the viscoelastic parameter <span>(lambda)</span> stabilizes oscillatory convection, leading to its disappearance beyond <span>(lambda >1.3)</span> (free–free), <span>(lambda >0.26)</span> (rigid–free), and <span>(lambda >0.13)</span> (rigid–rigid) boundary conditions, while keeping other parameters fixed, with a corresponding reduction in the wave number ranges.</p></div>","PeriodicalId":677,"journal":{"name":"Journal of the Korean Physical Society","volume":"87 4","pages":"350 - 364"},"PeriodicalIF":0.9,"publicationDate":"2025-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144843308","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}