Area of research
Materials Chemistry · Electrical and Electronic Engineering
Research interest
Research interests include Materials science, Computer science, Thermoelectric effect, Bayesian optimization, Condensed matter physics, and Machine learning.
Evolution-guided Bayesian optimization for constrained multi-objective optimization in self-driving labs
Machine learning based feature engineering for thermoelectric materials by design
Generative Design and Experimental Validation of Non-Fullerene Acceptors for Photovoltaics
Knowledge-integrated machine learning for materials: lessons from gameplaying and robotics
Surface charge as activity descriptors for electrochemical CO2 reduction to multi-carbon products on organic-functionalised Cu
Predicting Synthesizability using Machine Learning on Databases of Existing Inorganic Materials
Transfer Learning of Full Molecular Weight Distributions via High-Throughput Computer-Controlled Polymerization
Constructing custom thermodynamics using deep learning
Improving carrier mobility in two-dimensional semiconductors with rippled materials
Two-step machine learning enables optimized nanoparticle synthesis
Metastable 1T′-phase group VIB transition metal dichalcogenide crystals
Benchmarking the performance of Bayesian optimization across multiple experimental materials science domains
An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties
High Thermoelectric Performance through Crystal Symmetry Enhancement in Triply Doped Diamondoid Compound Cu<sub>2</sub>SnSe<sub>3</sub>
Multi‐Fidelity High‐Throughput Optimization of Electrical Conductivity in P3HT‐CNT Composites
Thermal Conductive 2D Boron Nitride for High‐Performance All‐Solid‐State Lithium–Sulfur Batteries
Low‐Symmetry PdSe<sub>2</sub> for High Performance Thermoelectric Applications
Dual-mode solid-state thermal rectification
Large enhancement of thermoelectric performance in MoS <sub>2</sub> / <i>h</i> -BN heterostructure due to vacancy-induced band hybridization
High-contrast and reversible polymer thermal regulator by structural phase transition
Inertial effective mass as an effective descriptor for thermoelectrics <i>via</i> data-driven evaluation
Accelerating Materials Development via Automation, Machine Learning, and High-Performance Computing
Full‐Parameter Omnidirectional Thermal Metadevices of Anisotropic Geometry
2D Black Phosphorus for Energy Storage and Thermoelectric Applications
Thermal Conductance of the 2D MoS2/h-BN and graphene/h-BN Interfaces
Enhanced Thermoelectric Performance of PEDOT:PSS Films by Sequential Post‐Treatment with Formamide
Ultralow Thermal Conductivity of Single‐Crystalline Porous Silicon Nanowires
Second-Harmonic Generation from Sub-5 nm Gaps by Directed Self-Assembly of Nanoparticles onto Template-Stripped Gold Substrates