People

Principal Investigator

Dr. Shu-Wei Chang

Associate Professor, Department of Civil Engineering, National Taiwan University

Dr. Shu-Wei Chang received his B.S. and M.S. degrees from National Taiwan University and his Ph.D. degree from Massachusetts Institute of Technology under the supervision of Prof. Markus J. Buehler. He is now an Associate Professor in the Department of Civil Engineering at National Taiwan University (NTU), Taiwan. Prior to joining NTU, Dr. Chang had worked as a postdoctoral researcher at Massachusetts Institute of Technology. His research interests are associated with the employment of atomistic and multiscale computational modeling to understand the mechanics of materials, including biomaterials and synthetic materials at the nano- and micro- scales, with an aim to integrate nanoscale approaches to engineering problems.

Education

Research Interests

Honors and Awards

Services and Additional Activities

Graduate

Kuan-Yu Pan 潘冠宇

PhD student

Protein unfolding pathway 

Structural engineer at Fong-Li Engineering

Ting-Chi Liu 劉丁綺

PhD student

Deep learning in molecule

 李昶毅

MS student

ML-aided structural health monitoring

 周語涵

MS student

ML-aided weather analog method

李佩澄

MS student

Motor protein

葉宏智

MS student

Graph Neural Network

蘇正順

MS student

Bone structure inspired material

簡子皓

MS student 

Modal analysis on protein

Undergraduate

Ji Jia Dong 董濟嘉

Protein Ion Channel

INTERN

Nicholas Lin 林立恩 

Protein thermostability prediction

Alumni

賴以敬

高紫欣

TRPV4 ion channelIntegrin

Deng Li 李登

PhD @ Northeastern

Computational chemistry

Yu-Bai Xiao 蕭羽白

PhD @ UConn

EtchingPotential of Mean ForceVariational Auto-Encoder 

Pei Hsin Chiu 邱霈欣

Deep learning in medical imaging

Hsin Chin Jack Li 利昕晉

PhD @ UT Austin

ImmunotherapyDrug targeting efficacy

Yuan Chiang 江元

PhD @ UC Berkeley

Calcium-Silicate-Hydrates (C-S-H)Bio-inspired structural compositesML-aided structural health monitoringProtein ion channel

Ya-Yun Tsai 蔡亞芸

Nano honeycombBio-inspired structural composites

Xianjun Chen 陳憲君

Bio-inspired structural composites

Meng-Lin Tsai 蔡孟霖

Bio-inspired structural compositesML-aided structural health monitoring

Yen-Lin Chen 陳諺霖

ML-aided structural health monitoringProtein functions prodictionProtein thermostability prediction

Wei-Han Hui 惠維翰

Collagen deformationProtein ion channelProtein nano-diskCoarse-grained hydrogel