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SMART Symposium: 2025 Frontier in Computational Chemistry, Biophysics, and Biological Sciences
SMART
Date
October 24-26, 2025
Venue
Cloud Park International Conference Center, Shenzhen, China
About
Organizers
Confirmed Speakers
Program
About

Welcome to the SMART Symposium: 2025 Frontier in Computational Chemistry, Biophysics, and Biological Sciences!

We are delighted to invite you to this symposium, which aims to:

1. Promote the exchange of cutting-edge research in the interdisciplinary fields of Computational Chemistry, Biophysics, and Biological Sciences.

2. Foster international collaboration and partnerships among researchers from China, Japan, Korea, and beyond.

3. Support early-career scientists by providing a platform to showcase their work and celebrate their contributions to science.

 

This symposium is held annually, rotating among China, Japan, and Korea, to sustain vibrant cross-regional academic exchange. This year, we are excited to host the event in China.

We look forward to welcoming scholars, innovators, and enthusiasts from around the world joining us to advance the frontiers of science through shared knowledge and international collaboration.

 

Previous symposium: Seoul 2024

Organizers

Wonpil IM 

Lehigh University, United States

 

Chang Yun SON

Seoul National University, South Korea

 

Chen SONG

Peking University, China

 

Yuji SUGITA

RIKEN, Japan

 

Yi WANG

The Chinese University of Hong Kong, China (Hong Kong)

 

Guowei YIN

Sun Yat-sen University, China

 

Yaoqi ZHOU

Shenzhen Bay Laboratory, China

Confirmed Speakers

(in alphabetic order)

 

Peter J. BOND

Agency for Science, Technology and Research (A*STAR Research), Singapore

 

Ying-Chih CHIANG

The Chinese University of Hong Kong, Shenzhen, China

 

Pan DENG

Beijing Zhongguancun Academy, China

 

Jun FAN

City University of Hong Kong, China (Hong Kong)

 

Kai HUANG

Shenzhen Bay Laboratory, China

 

Yajun JIANG

Nanjing University, China

 

YounJoon JUNG

Seoul National University, South Korea

 

Jaewoon JUNG

RIKEN, Japan

 

Jin Young KANG

Korea Advanced Institute of Science and Technology, South Korea

 

Kyogo KAWAGUCHI

The University of Tokyo, Japan

 

Takahiro KOSUGI

Institute for Molecular Science, Japan

 

Gyu Rie LEE

Korea Advanced Institute of Science and Technology, South Korea

 

Sangmin LEE

Pohang University of Science and Technology, South Korea

 

Yoonji LEE

Chung-Ang University, South Korea

 

Alan MARK

The University of Queensland, Australia 

 

Kei-ichi OKAZAKI

Institute for Molecular Science, Japan

 

Hahnbeom PARK

Korea Institute of Science and Technology, South Korea

 

Ai SHINOBU

The University of Osaka, Japan

 

Mikako SHIROUZU

RIKEN, Japan

 

Chun TANG

Peking University, China

 

Sheng WANG

Shanghai Institute of Biochemistry and Cell Biology, CAS, China

 

Eiji YAMAMOTO

Keio University, Japan

 

Haibo YU

University of Wollongong, Australia

 

Suwen ZHAO

ShanghaiTech University, China

 

Huan-Xiang ZHOU

University of Illinois Chicago, United States

Program

Day 0 (Thursday, October 23)

14:00 - 18:00

Check-in & Registration

 

 

Day 1 (Friday, October 24)

08:00 - 09:00

On-site Registration

09:00 - 09:10

Opening Remarks

Session 1: Computational Biophysics I      

Chairs: Peter BOND & Yi WANG

09:10 - 09:30

Alan MARK, The University of Queensland

Crossing the Biological Membrane

09:30 - 09:50

Yi WANG, The Chinese University of Hong Kong

Membrane Permeation Probed by Molecular Simulations

09:50 - 10:10

Kei-ichi OKAZAKI, Institute for Molecular Science

Molecular Simulation of Functional Motions in Biomolecular Machines Facilitated by AlphaFold and Coarse-Grained Model

10:10 - 10:30

Jaewoon JUNG, RIKEN R-CCS

Improved Molecular Dynamics Integration for Accurate Biomolecular Simulations

10:30 - 10:50

Break & Poster Session

10:50 - 11:10

Peter BOND, A*STAR Research

Harnessing Multiscale Simulations to Combat Infectious Diseases

11:10 - 11:30

Ai SHINOBU, The University of Osaka

Molecular Simulations of Kinase Recognition Across Scales

11:30 - 11:50

Yajun JIANG, Nanjing University

Dynamic Chaperone Action: Conformational Shifts Underlie Hsp40 Function

11:50 – 12:10

Xiakun CHU, The Hong Kong University of Science and Technology (Guangzhou)

DNA Actively Regulates the Safety-BeltDynamics of Condensin During Loop Extrusion

12:10 - 14:00

Lunch

14:00 - 20:50

Free Discussion & Banquet

 

 

Day 2 (Saturday, October 25)

08:00-08:30

On-site Registration

Session 2: Cutting-Edge Biophysics

Chairs: Guowei YIN & Yuji SUGITA

08:30 - 09:00

Huan-Xiang ZHOU, University of Illinois Chicago

Sequence-Based Predictions on Intrinsically Disordered Proteins: from Backbone Dynamics to Phase Separation

09:00 - 09:20

Yuji SUGITA, RIKEN

Multi-Scale Simulations of Biomolecular Condensate Regulations

09:20 - 09:40

Kai HUANG, Shenzhen Bay Laboratory

Scaling Proofreading by Active Liquid-Liquid Phase Separation

09:40 - 10:00

YounJoon JUNG, Seoul National University

Dynamical Phase Transitions in Stochastic and Atomistic Systems

10:00 - 10:20

Wonpil IM, Lehigh University

One Step Toward Molecular Modeling and Simulation of the Mycobacteria Cell Envelope

10:20 - 10:40

Break & Group Photo

10:40 - 11:00

Chun TANG, Peking University

Navigating Protein Conformational Space with Sparse Distance Restraints

11:00 - 11:20

Hahnbeom PARK, Korea Institute of Science and Technology

Principle Guided AIs for Structure Based Drug Discovery

11:20 - 11:40

Yoonji LEE, Chung-Ang University

Exploring Molecular Signature of TM4SF5 Assembly and Interactions Through Structure Prediction and Molecular Simulations

11:40 - 12:00

Guowei YIN, Sun Yat-sen University

Probing Intracellular Interactions of Dopamine Transporter

12:00 - 12:15

Tianjie LI, The Chinese University of Hong Kong

Simulation of Gelatin-Based Coacervation with an Adapted Coarse-Grained Model

12:15 – 14:00

Lunch

 

 

Session 3: Structural Prediction & Protein Design

Chairs: Chang Yun SON & Yaoqi ZHOU

14:00 - 14:20

Yaoqi ZHOU, Shenzhen Bay Laboratory

Protein and RNA Structure Prediction: Beyond AlphaFold

14:20 - 14:40

Kyogo KAWAGUCHI, RIKEN PRI

Physics and Grammar of Biological Heteropolymers

14:40 - 14:55

Weiwei HE, New York University

Decoding RNA Structure and Folding Dynamics with Atomistic Simulations and Machine Learning

14:55 - 15:15

Break & Poster Session

15:15 – 15:35

Chang Yun SON, Seoul National University

Molecular Anchors at Lipid Interfaces: Computational Strategies for Controlling Membrane Function

15:35 - 15:55

Gyu Rie LEE, Korea Advanced Institute of Science and Technology

De Novo Design of Protein and Chemical Interactions Using Deep-Learning

15:55 - 16:15

Sangmin LEE, Pohang University of Science and Technology

De Novo Design of Functional Protein Complexes Using Generative Models

16:15 - 16:30

Ruihan DONG, Peking University

Painting Peptides with Antimicrobial Potency through Deep Reinforcement Learning

16:30 - 17:40

SMART Tour

 

 

 

Day 3 (Sunday, October 26)

08:00-08:30

On-site Registration

Session 4: Biophysics and Drug Discovery

Chairs: Ying-Chih CHIANG & Sheng WANG

08:30 - 08:50

Sheng WANG, Shanghai Institute of Biochemistry and Cell Biology, CAS

Structure-Based ‘LSD’ Design 

08:50 - 09:10

Jin Young KANG, Korea Advanced Institute of Science and Technology

Time-Resolved Cryo-EM for More Biologists

09:10 - 09:30

Takahiro KOSUGI, Institute for Molecular Science

Toward Rational Control of Cellular Functions Through Customization of Concerted Protein Functions

09:30 - 09:50

Haibo YU, University of Wollongong

Mechanism-Based Design of Potent Inhibitors and High-Performance Sensors

09:50 - 10:10

Zhou GONG, Innovation Academy for Precision Measurement Science and Technology, CAS

Visualizing Agonist-Induced M2 Receptor Activation Regulated by Aromatic Ring Dynamics

10:10 - 10:30

Break & Poster Session

10:30 - 10:50

Pan DENG, Beijing Zhongguancun Academy

Accelerating Drug Discovery with Virtual Cell Modeling

10:50 - 11:10

Jun FAN, City University of Hong Kong

Nanopore Sensing and Sequencing of DNA/Protein

11:10 - 11:30

Ying-Chih CHIANG, The Chinese University of Hong Kong, Shenzhen

AI-Assisted Antimicrobial Peptide Design

11:30- 11:45

Shanshan WU, National Institute of Biological Science, Beijing

Proteome-Wide Large Scale Docking for Ligand Discovery

11:45- 12:00

Cheng SHEN, Tsinghua University

Trillion Ligands per Day: Performance-Portable Virtual Screening via Compound Database Optimization and Multi-Target Docking

12:00 - 13:30

Lunch

 

 

Session 5: Computational Biophysics II    

Chairs: Chen SONG &  Eiji YAMAMOTO

13:30 - 13:50

Eiji YAMAMOTO, Keio University

Molecular Dynamics Simulations of Multidomain Proteins: Dynamics in Protein Condensates and at Biological Membrane Surfaces

13:50 – 14:10

Mikako SHIROUZU, RIKEN Center for Integrated Medical Sciences

Conformational Changing of DOCK Protein Complexes on Lipid Membrane

14:10 – 14:30

Suwen ZHAO, ShanghaiTech University

Annotation, Classification, Activation and Database of Olfactory Receptors

14:30 – 14:50

Ariane NUNES ALVES, Technical University Berlin

Integrating Molecular Dynamics Simulations and Machine Learning to Elucidate Gas Diffusion Pathways in [NiFe] Hydrogenases

14:50 – 15:10

Chen SONG, Peking University

Multiscale Simulations of the Binding of GPx4 to Membranes

15:10 - 15:25

Feitong DONG, Southern University of Science and Technology

PLiCat: Decoding Protein-Lipid Interactions by Large Language Model

15:25 - 15:30

Concluding Remarks

 

 

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