Updates

Oct 01, 2025 Physics and geometry informed neural operator network with application to acoustic scattering paper published in Mechanical Systems and Signal Processing (MSSP) journal.
Apr 10, 2025 Wide-Field Bond Quality Evaluation Using Frequency Domain Thermoreflectance with Deep Neural Network Feature Reconstruction paper published in Advanced Materials Interfaces journal.
Nov 26, 2024 Successfully defended PhD thesis.
Jul 30, 2024 Multiple scattering simulation via physics-informed neural networks paper published in Engineering with Computers journal.
May 10, 2024 Recipient of Graduate School Summer Research Fellowship 2024.
Mar 26, 2024 Presented our paper Acoustic scattering simulations via physics-informed neural network at the SPIE Smart Structures + NDE-2024 conference in Long Beach-CA.
Mar 01, 2024 Recipient of special recongition award-2024 for project with Sandia National Laboratories.
Jan 26, 2024 Recipient of SPIE Smart Structures + NDE-2024 travel grant.
Jan 04, 2024 US Patent application filed and published - Vibration attenuation via tailored metastructures.
Dec 01, 2023 Successfully completed PhD preliminary defense examination.
Sep 01, 2023 GRIDS-Net: Inverse shape design and identification of scatterers via geometric regularization and physics-embedded deep learning paper published in Computer Methods in Applied Mechanics and Engineering (CMAME) journal.
Mar 16, 2023 Recipient of the Best Paper Award (2nd place) at the SPIE Smart Structures + NDE-2023, Health Monitoring of Structural and Biological Systems conference.
Mar 15, 2023 Presented our paper A deep learning approach for the inverse shape design of 2D acoustic scatterers at the SPIE Smart Structures + NDE-2023 conference in Long Beach-CA.