Math & Physical Sciences

Generate and refine Abaqus finite element meshes with element type choices

Extract natural frequencies and mode shapes from Abaqus modal analyses

Read Abaqus ODB results for peak stress, displacements and reactions

Configure Tosca design responses, objectives and constraints for Abaqus

Choose Abaqus field and history outputs to save and cut file size

Optimize fillet and notch shapes in Abaqus to reduce peak stress

Run Abaqus static stress and displacement analyses under constant loads

Define Abaqus analysis steps, time increments and nonlinear geometry settings

Run Abaqus steady-state and transient heat transfer analyses

Run Tosca topology optimization to cut weight while keeping stiffness

Build and check rigid-body mechanisms with joints and motion in Adams

Automate ANSYS AEDT electromagnetic simulations with PyAEDT and checked results

Load Fluent cases, run iterations and query CFD results through MCP

Build, solve and check ANSYS Mechanical structural analyses from scripts

Set up, mesh, solve and check live ANSYS Workbench structural models

Run linear static CalculiX analyses from .inp decks through an MCP server

Extract CalculiX natural frequencies and mode shapes through an MCP server

Minimize CalculiX structural mass by tuning section sizes under constraints

Run ANSYS CFX setup, solver and post-processing through an MCP server

Route composite curing models in Abaqus to the right specialized skills

Plan composite curing simulations in Abaqus with mold contact and springback

Define composite layup ply angles, thickness and count for curing models

Generate through-thickness C3D8 meshes for composite curing simulations

Build and validate COMSOL motor noise, vibration and harshness models

Set up and run CST Studio Suite electromagnetic simulations through MCP

Export curing results to CSV with node coordinates and displacements

Set up mold contact constraints and demolding boundary conditions for curing

Define mold-composite contact pairs and temperature-dependent friction

Submit Abaqus curing jobs with a UMAT subroutine through a socket bridge

Apply pressure loads to composite surfaces during Abaqus curing simulations

Define UMAT composite material and elastic mold materials for curing

Look up curing temperatures, friction, pressure and material constants

Configure the four-step curing sequence and static steps in Abaqus

Set temperature fields and initial thermal conditions for curing steps

Plan and audit five-block O-grid hexahedral meshes for cylinder models

Run static, dynamic and nonlinear structural finite element simulations

Solve PDEs with FEniCS and dolfinx, including meshing and ParaView export

Chain FreeCAD, Elmer FEM and ParaView servers for CAD to results workflows

Prepare, run and check LAMMPS molecular dynamics and stress-strain studies

Create mold and tool geometry for composite curing contact setups

Extract field outputs and displacement data from Abaqus ODB files

Post-process LAMMPS trajectories with OVITO pipelines, images and animations

Run Peridigm elastic and fracture simulations and interpret the solver results

Run and validate Fluent CFD simulations of autoclave and hot-air vessels

Connect to Abaqus CAE through a socket bridge and run Python in its kernel

Set up springback analysis with Model Change for mold removal in Abaqus

Organize assumptions and derive research formulas into a coherent, paper-ready theory

Write and check rigorous mathematical proofs for ML and AI theorems and lemmas

Parse molecules, compute descriptors and run substructure searches with RDKit