Area of research
Materials Chemistry · Atomic and Molecular Physics, and Optics
Research interest
Research focused on Semiconductor and Monolayer, with related work in Graphene, Desalination, Band gap. Notable publications include 'Crystal Graph Convolutional Neural Networks for an Accurate and Interpretable Prediction of Material Properties', 'Water Desalination across Nanoporous Graphene', and 'Extraordinary Sunlight Absorption and One Nanometer Thick Photovoltaics Using Two-Dimensional Monolayer Materials'.
Confined Water for Catalysis: Thermodynamic Properties and Reaction Kinetics
Electrolyte Dependence of Li<sup>+</sup> Transport Mechanisms in Small Molecule Solvents from Classical Molecular Dynamics
Physics-based prediction of moisture-capture properties of hydrogels
Closing the Execution Gap in Generative AI for Chemicals and Materials: Freeways or Safeguards
Examining graph neural networks for crystal structures: Limitations and opportunities for capturing periodicity
Kinetics of Sorption in Hygroscopic Hydrogels
Human- and machine-centred designs of molecules and materials for sustainability and decarbonization
Accelerating amorphous polymer electrolyte screening by learning to reduce errors in molecular dynamics simulated properties
Heat and mass transfer in hygroscopic hydrogels
Upgrading carbonaceous materials: Coal, tar, pitch, and beyond
Calibrating DFT Formation Enthalpy Calculations by Multifidelity Machine Learning
Significantly enhanced sub-ambient passive cooling enabled by evaporation, radiation, and insulation
Cation- and pH-Dependent Hydrogen Evolution and Oxidation Reaction Kinetics
Charting lattice thermal conductivity for inorganic crystals and discovering rare earth chalcogenides for thermoelectrics
Cation-Dependent Interfacial Structures and Kinetics for Outer-Sphere Electron-Transfer Reactions
Carbon fiber synthesis from pitch: Insights from ReaxFF based molecular dynamics simulations
Engineering Fossil Fuel-Derived Aromatics: Fundamentals And Novel Opportunities
Failing Forward: Stability of Transparent Electrodes Based on Metal Nanowire Networks
Toward Designing Highly Conductive Polymer Electrolytes by Machine Learning Assisted Coarse-Grained Molecular Dynamics
Thermodynamic-driven polychromatic quantum dot patterning for light-emitting diodes beyond eye-limiting resolution
Capillary-fed, thin film evaporation devices
Passive Sub-Ambient Cooling from a Transparent Evaporation-Insulation Bilayer
Unveiling the phonon scattering mechanisms in half-Heusler thermoelectric compounds
Double-Sided Graphene Oxide Encapsulated Silver Nanowire Transparent Electrode with Improved Chemical and Electrical Stability
Laser-Induced Graphene from Polyimide and Polyethersulfone Precursors as a Sensing Electrode in Anodic Stripping Voltammetry
Conductive carbonaceous membranes: recent progress and future opportunities
Atomic structure and defect dynamics of monolayer lead iodide nanodisks with epitaxial alignment on graphene
Preserving nanoscale features in polymers during laser induced graphene formation using sequential infiltration synthesis
Laser-engineered heavy hydrocarbons: Old materials with new opportunities
Transport-Based Modeling of Bubble Nucleation on Gas Evolving Electrodes