DMSELABData-driven Materials Synthesis and Engineering

RESEARCH AREAS

Nanoporous Materials:
Design, Synthesis, and Applications

We combine AI-guided design and synthesis to develop nanoporous materials for separation, catalysis, and electrochemistry.

IMaterials Design & Synthesis
AI-guided materials design: data layers, a model, and candidate porous structures
01

AI-Guided Materials DesignAI 기반 소재 설계

We use data and AI to guide the design of materials with desired properties.

  • Materials and catalyst surface calculations with machine-learning interatomic potentials
  • Composition search from synthesis–structure–property data
  • Literature data mining and property prediction
Synthesis of nanoporous materials: an aerogel monolith in a petri dish
02

Synthesis of Nanoporous Materials나노다공성 소재 합성

We synthesize nanoporous materials by controlling their composition, pore structure, and surface chemistry.

  • Aerogels and porous metal oxides, metals, and sulfides
  • Sol–gel and hydrothermal synthesis and drying processes
  • Control and characterization of pore structure and surface chemistry
IIFunctions & Applications
Selective adsorption and separation in a crystalline porous framework
03

Selective Adsorption & Separation선택적 흡착과 분리

We use interactions at pore surfaces to selectively adsorb and separate target components.

  • CO₂ capture and electrochemical adsorption–desorption
  • Adsorbents for water treatment
  • Selectivity from pore size and surface chemistry
Catalytic materials and reactions: molecules on an atomic metal surface
04

Catalytic Materials & Reactions촉매 소재와 반응

We engineer active sites and interfaces to tune catalytic reactivity.

  • Water electrolysis catalysts
  • Small-molecule conversion reactions such as ammonia oxidation
  • Plasma electrochemistry
Electrochemical materials and interfaces: a three-electrode cell
05

Electrochemical Materials & Interfaces전기화학 소재와 계면

We study charge transfer and reactions at electrode–electrolyte interfaces.

  • Electrodes and catalyst supports for water electrolysis
  • Electrode materials for supercapacitors and batteries
  • Reactions at electrode–electrolyte interfaces

Publications

Papers from each area, newest first.

Publications