Search Results - "Shim, Munbo"

Simulator acceleration and inverse design of fin field-effect transistors using machine learning by Kim, Insoo, Park, So Jeong, Jeong, Changwook, Shim, Munbo, Kim, Dae Sin, Kim, Gyu-Tae, Seok, Junhee

“…The simulation and design of electronic devices such as transistors is vital for the semiconductor industry. Conventionally, a device is intuitively designed…”
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Prediction and Interpretation of Polymer Properties Using the Graph Convolutional Network by Park, Jaehong, Shim, Youngseon, Lee, Franklin, Rammohan, Aravind, Goyal, Sushmit, Shim, Munbo, Jeong, Changwook, Kim, Dae Sin

“…We present machine learning models for the prediction of thermal and mechanical properties of polymers based on the graph convolutional network (GCN)…”
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A Computer Simulation Study of Thermal and Mechanical Properties of Poly(Ionic Liquid)s by Shim, Youngseon, Shim, Munbo, Kim, Dae Sin

“…Thermal and mechanical properties of poly(ionic liquid)s (PILs), an epoxidized ionic liquid-amine network, are studied via molecular dynamics simulations. The…”
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Piezoelectricity in PbZrxTi1-xO3 Studied by Density-Functional Perturbation Theory Supercell Calculations by Kim, SeongMin, Lee, Woo-Jin, Cho, Yong-Hee, Shim, Munbo, Kim, Sungjin

“…First-principles calculations of the piezoresponses ($e_{33}$) of PbZr x Ti 1-x O 3 (PZT) with various crystalline phases and Zr/Ti ratios (composition: B-site…”
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Molecular Dynamics Study of Silicon Carbide Using an Ab Initio-Based Neural Network Potential: Effect of Composition and Temperature on Crystallization Behavior by Lim, Jinyoung, Shim, Youngseon, Park, Jaehong, Yoon, Hongkee, Shim, Munbo, Kim, Young-Gu, Kim, Dae Sin

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Bridging TCAD and AI: Its Application to Semiconductor Design by Jeong, Changwook, Myung, Sanghoon, Huh, In, Choi, Byungseon, Kim, Jinwoo, Jang, Hyunjae, Lee, Hojoon, Park, Daeyoung, Lee, Kyuhun, Jang, Wonik, Ryu, Jisu, Cha, Moon-Hyun, Choe, Jae Myung, Shim, Munbo, Kim, Dae Sin

“…There is a growing consensus that the physics-based model needs to be coupled with machine learning (ML) model relying on data or vice versa in order to fully…”
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Piezoelectricity in PbZr sub(x)Ti sub(1-x)O sub(3) Studied by Density- Functional Perturbation Theory Supercell Calculations by Kim, SeongMin, Lee, Woo-Jin, Cho, Yong-Hee, Shim, Munbo, Kim, Sungjin

“…First-principles calculations of the piezoresponses (e sub(33)) of PbZr sub(x) Ti sub(1-x)O sub(3) (PZT) with various crystalline phases and Zr/Ti ratios…”
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Piezoelectricity in PbZr x Ti 1-x O 3 Studied by Density-Functional Perturbation Theory Supercell Calculations by Kim, SeongMin, Lee, Woo-Jin, Cho, Yong-Hee, Shim, Munbo, Kim, Sungjin

“…First-principles calculations of the piezoresponses ( e 33 ) of PbZr x Ti 1- x O 3 (PZT) with various crystalline phases and Zr/Ti ratios (composition: B-site…”
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Design of a sparse sub-array for focused ultrasound surgery of large tumors by Lee, Hotaik, Shim, Munbo, Ahn, Minsu, Won-Chul Bang, SeongDeok Lee

“…High Intensity Focused Ultrasound (HIFU) has gained considerable interest for clinical applications in recent decades due to its noninvasive characteristics…”
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