Areas of Experience

Prototyping of metacomputing syntactic and semantic methodologies and software for computing (what needs to be computed)ⁿ, for n>2.

Computational model generation via the formation and solution of inverse design optimization problems using experimental or synthetic data.

Analysis, prototyping and deployment of multi-field, multi-domain and multi-scale physics and engineering models for design and performance prediction.

Analysis, prototyping and deployment of physics informed or physics agnostic surrogate models via utilization of modern and cutting-edge machine learning methodologies for multiphysics applications.

Design, prototyping and exercising of parallel robotic testing systems for the characterization of the constitutive behavior of deformable material/structural systems.

Design and prototype, of polymorphic and mutli-locomotion uninhabited autonomous systems, that can operate in multiple environments and media.

Physics-based and physics-agnostic (ML) design, prototyping and validation of digital twins of structural, thermal and electromagnetic systems and platforms, as well as advanced manufacturing processes such as the various flavors of additive manufacturing.

Multisscale mutliphysics modeling of advanced manufacturing processes such as Laser Powder Bed Fusion, Direct Energy Deposition, Friction Stir Welding, etc.

Computational materials modeling, property prediction, and materials design.

Aerodynamic optimization, propulsion systems, and thermal management for aerospace applications.

Analysis and modeling of systems under extreme electromagnetic, fluid, thermal, structural conditions for hypersonic, propulsion and phase transformation inducing applications.

CFD analysis for aerodynamics, hydrodynamics, and complex multiphase flow systems.

Finite element analysis, structural dynamics, fatigue, and failure prediction.

Modeling and discretization methods including finite elements for the analysis, design and behavior prediction of systems involving heat transfer.

Extension of traditional multiscale fracture mechanics for material/structural systems exposed to multi-field stimuli for crack propagation predictions.

Analysis and life prediction via material fatigue modeling based on data collected from platforms exposed to multi-field stimuli.

Analysis, design and implementation of laboratory experimental setups involving multiple fields, and measuring technologies for material/structural systems exposed to multiple fields.

Design and implementation of Direct Strain measurement methodology for deformable media under exposed to excitation from multiple fields.