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Meeting 2026 TMS Annual Meeting & Exhibition
Symposium Materials Processing Fundamentals: Towards Sustainable Process Modeling, Design, and Operation
Presentation Title Introduction to the High-Performance Computing for Energy Innovation Program
Author(s) Aaron Fisher
On-Site Speaker (Planned) Aaron Fisher
Abstract Scope High-Performance Computing (HPC) has significant potential to transform US manufacturing by enabling higher energy efficiency, greater US competitiveness, and enhanced security through onshoring production of critical materials and supplies. As manufacturers face increasing global competition, supply chain disruptions, and rising energy demands, leveraging advanced computing technologies is more important than ever. In this discussion, we will explore the various ways HPC is being utilized across key manufacturing sectors and highlight our efforts to facilitate HPC adoption through the High-Performance Computing for Energy Innovation (HPC4EI) program.
Proceedings Inclusion? Planned:

OTHER PAPERS PLANNED FOR THIS SYMPOSIUM

A New Thermodynamic Process-Simulation Tool for Sustainable Metallurgy Integrating LCA and Optimization With FactFlow
Advancements in Friction Stir Welding of Copper Using Diamond Tooling
Applications of Machine Learning and AI in HPC4EI-Funded Projects for Manufacturing and Materials Research
CFD Modelling of Iron Concentrate Reduction in a Rotary Kiln Furnace
Crystal Nucleation and Growth in FluoroZirconate (ZBLAN) Glasses: Mesoscopic Study of the Effect of Shear Rate and Viscosity
HPC/AI Based Methodology for Flashback Detection in Hydrogen Blended Natural Gas Combustors
Influence of the Argon Gas Injection Position in a Metallurgical Ladle Using a Twisted Channels Nozzle on Slag Layer Opening and Mixing Times
Introduction to the High-Performance Computing for Energy Innovation Program
Investigating In-Situ Material Flow and Thermomechanical Conditions in Friction Extrusion With Varying Die Geometries Using SPH Method
Material Flow Optimization for Sustainable Aluminum Manufacturing
Modeling, Design, and Operation Maintenance for Long Campaign Life Blast Furnace Hearth
Molecular Simulation Study on Kinetics of CO2 Adsorption in Mg-MOF Decorated With Amine Groups
Multi-Physics Simulation of Inclusion Composition in the Continuous Casting Bloom: Effects of Element Segregation and Inclusion Diameter
Numerical Modeling of Solidification Structure and Macrosegregation in Large Bloom Continuous Casting With MEMS and FEMS: A Three-Phase Volume Average Approach
Optimization of Vacuum Induction Melting Ultrasonic Atomization Through Improved Process Monitoring
Probabilistic Spot-Melting Scan Strategy for Microstructure Engineering in Electron Beam Additive Manufacturing
PUMA: Simulating Powder Post-Processing for Advanced Manufacturing
Quench Process Modeling and Simulation in the Heat-Treatment of Critical Aerospace Components
Recovery and Re-Use of Metal Feedstock Powder in Cold Spray Deposition: Reducing Material Waste Through Powder Reclamation
Scale-up Electrodeposition of Ti-Al Alloys in AlCl3:BMIC Ionic Liquid Electrolyte
Syntheses of Ceramic Composites by Chemical Vapor Infiltration Using Microwave Heating
Three-Dimensional Multiphase Numerical Modeling of Gas Injection in the Anode Furnace for Copper Refining
Two-Phase Internal Cooling Correlations for High-Pressure Die Casting

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