Publications

Accelerated Markov Chain Monte Carlo Simulation via Neural Network–Driven Importance Sampling

Michael Kim, Wei Cai

ArXiv Preprint (2026) Link PDF
Smart Filtering Facepiece Respirator with Self-Adaptive Fit and Wireless Humidity Monitoring

Kangkyu Kwon, Yoon Jae Lee, Yeongju Jung, Ira Soltis, Yewon Na, Lissette Romero, Myung Chul Kim, Nathan Rodeheaver, Hodam Kim, Chaewon Lee, Seung-Hwan Ko, Jinwoo Lee, Woon-Hong Yeo

Biomaterials (2025) Link
Stretchable Wearable Wireless Bioelectronics Using All Printed Pressure Sensors and Strain Gauges

Nathan Zavanelli, Yoon Jae Lee, Myung Chul Kim, Allison Bateman, Matthew Guess, Hyeonseok Kim, Dinesh K Patel, Woon‐Hong Yeo

Advanced Materials Technologies (2024) Link Journal Cover
Advances in Electrochemical Sensors for Detecting Analytes in Biofluids

Jimin Lee, Myung Chul Kim, Ira Soltis, Sung Hoon Lee, Woon-Hong Yeo

Advanced Sensor Research (2023) Link Journal Cover

Conferences

Includes upcoming events

Accelerated Langevin Dynamics Simulation via Neural Network-Driven Importance Sampling

ChemAI NYC 2026, Simons Center for Computational Physical Chemistry, New York University

New York, NY (June 2026)
Accelerating Langevin Dynamics Simulation of Rare Events with Importance Sampling

ICME Research Symposium 2026, Stanford Institute for Computational & Mathematical Engineering

Stanford, CA (May 2026)
Accelerating Rare Event Simulations

AI+Science: Accelerating Discovery, Stanford HAI

Stanford University (May 2026)
Neural Network Driven Importance Sampling for Accelerated Kinetic Monte Carlo of Rare Events

MRS Spring Meeting, Materials Research Society

Honolulu, HI (Apr. 2026)
Accelerating Monte Carlo Simulation of Rare Events by Importance Sampling using Neural Network

DAMOP 2025, The 56th Annual Meeting of the APS Division of Atomic, Molecular and Optical Physics

Portland, OR (June 2025) Link
Smart Filtering Facepiece Respirator with Adaptive Fit and Wireless Humidity Monitoring

BMES 2022 Annual Meeting, Biomedical Engineering Society

San Antonio, TX (Oct. 2022)
Stretchable Pressure Sensor using Inter-Digitated Serpentine Structure

Gordon Research Conference, Multifunctional Materials and Structures

Ventura, CA (Sept. 2022) Link

A method and apparatus for classification of subtypes of cells with morphological and motility features using hybrid learning

Hyunjong Shin, Chanhong Min, Minwoo Kang, Hyuntae Jeong, Taeyoon Kwon, Myung Chul Kim

KR Patent 10-2762542 (2025) Link