Research

Research in Computer Science

Topics of Interest

I am currently interested in multi-physics and multi-scale modeling, and finite element methods that utilize CAD models.

Also, I am interested in the applications of AI in physical and computational sciences.

Some External Links

• Github
• Professional Website

Recent Conferences/Workshops

• Dynamical Systems and TDA Working Group, University of Oxford, UK.
• European Study Group with Industry (ESGI 187), University of Bristol, UK.
• The 22nd European Finite Element Fair (EFEF 2025), SISSA, Trieste, Italy.
• The Fourth Symposium on Machine Learning and Dynamical Systems, Fields Institute for Research in Mathematical Sciences, Toronto, Canada.
• The 21st European Finite Element Fair (EFEF), University College London, UK
• The 10th International Congress on Industrial and Applied Mathematics (ICIAM 2023), Tokyo, Japan.
• Structure-preserving numerical methods for partial differential equations, EPFL, Lausanne, Switzerland.
• Oxford Numerical Analysis Internal Seminars,
• ASiMoV Project Meetings, Oxford, UK, 2020 – 2023.
• Oxford Numerical Analysis Internal Seminar
• Gen X Workshop, Virtual, 2020.
• Lattices: Geometry, Algorithms and Hardness, Simons Institute, UC Berkeley, USA, 2020.
• International Geometry Summit 2019, Vancouver, Canada
• Solid and Physical Modeling 2018, Bilbao, Spain
• Mathematical Modeling of 2D Materials, University of Minnesota, MN, USA, 2017
• SIAM Annual Meeting, David Lawrence Convention Center, Pittsburgh, PA, USA, 2017
• Geometric PDEs and their approximations, Winter School, Texas A&M University, College Station, TX, USA, 2016
• Finite Element Circus, Worcester Polytechnic University, MA, USA, 2016
• Finite Element Circus, University of Massachusetts, Dartmouth, MA, USA, 2015

Publications

• Representation and System-Agnostic Automated CAD Interoperability Testing based on Model Interchangeability
• A hybrid isogeometric and finite element method: NURBS-enhanced finite element method for hexahedral meshes
• Performance-Efficiency Trade-off for Fashion Image Retrieval
• Image Categorization and Search via a GAT Autoencoder and Representative Models
• A Multi-Time Stepping Algorithm for the Modelling of Heterogeneous Structures With Explicit Time Integration
• Discrete Tensor Product BGG Sequences: Splines and Finite Elements
• An Automated Approach for the Discovery of Interoperability
• A Review of Geometric Integrity Criteria for Military Standards-31000A
• On Verification of Interoperability of CAD Systems with a Focus on Invariant Properties
• Conforming Stokes Elements Yielding Divergence-Free Approximations on Quadrilateral Meshes
• Macro Stokes Elements on Quadrilaterals
• Stokes Elements on Cubic Meshes yielding Divergence-Free Approximations
• The Derivation of Breast Cancer Models from MRI Images for Breast Cancer Detection

Upcoming Activities

• I will be attending the Thematic Programme on Differential Complexes: Theory, Discretization, and Applications at the Erwin Schrödinger International Institute for Mathematics and Physics (ESI), the University of Vienna, in 2026.
• I will participate in the cohort-based undergraduate research programme for female students in the UK organized by the University of Warwick in Summer 2026.
• I will be attending the Multidimensional Sensing Sandpit that is organized by KE Hub and will take place at the University of Manchester in January 2026.