Agentic Computational Platform to enFORCE
Biomedical Innovation

enFORCE empowers scientists with state-of-the-art computational tools for molecular modeling, protein engineering, drug discovery, materials discovery, and process simulations, enabled through simple, intuitive text prompts. Accelerate your research with AI-driven insights and physics-based simulations.

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Discover What enFORCE Can Do for Your Science

OnDemand Tools for Biomolecular Research

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Structure Prediction

Predict 3D protein and peptide structures as well as protein-nucleic acid complexes from their sequences with state-of-the-art deep learning models. Generate accurate structural models for drug design and functional analysis via all-atom insights.

AlphaFoldBoltzColabFoldESMFoldHighFoldOmegaFoldRoseTTAFoldRoseTTAFoldNAtrRosettaAlphaFoldBoltzColabFoldESMFoldHighFoldOmegaFoldRoseTTAFoldRoseTTAFoldNAtrRosetta
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Biomolecular Design

Design de novo proteins, peptides with desired properties through state-of-the-art computational methods. Optimize protein sequences, structures, and functions for specific applications in biotechnology and medicine.

AfCycDesignBoltzGenLigandMPNNProteinMPNNRFdiffusionRFdiffusion All-AtomAfCycDesignBoltzGenLigandMPNNProteinMPNNRFdiffusionRFdiffusion All-Atom
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Protein-Ligand Interactions

Predict binding affinities with high accuracy and identify potential drug–target interactions. Efficiently screen large compound libraries using machine learning–enhanced docking algorithms to prioritize the most promising candidates.

Autodock VinaColabDockDiffDockDiffDock-LEquiDockRosettaDockAutodock VinaColabDockDiffDockDiffDock-LEquiDockRosettaDock
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Biomolecular Simulations

Run high-performance all-atom and coarse-grained molecular dynamics simulations to study protein folding, ligand binding, and conformational changes. Perform large-scale data analysis and data visualization.

GROMACSHPS FFHOOMD-blueMetadynamicsOpenMMGROMACSHPS FFHOOMD-blueMetadynamicsOpenMM

OnDemand Tools for Materials Science Research

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Discovery, Design & Property Prediction

Discover and design materials and catalysts with targeted properties using agentic AI workflows that combine machine learning–based screening and inverse design.

CGCNNMEGNetALIGNNALIGNN-dDiffCSPCDVAEOpen Catalyst ProjectCGCNNMEGNetALIGNNALIGNN-dDiffCSPCDVAEOpen Catalyst Project
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Quantum, Atomistic & Coarse-Grained Simulations

Run physics-based simulations across quantum, atomistic, and coarse-grained scales to investigate electronic structure of materials and catalysts, molecular interactions in polymers and porous materials, as well as their dynamics and mesoscale behavior.

VASPQuantum ESPRESSOGPAWLAMMPSRASPAHOOMD-blueVASPQuantum ESPRESSOGPAWLAMMPSRASPAHOOMD-blue
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Catalysis & Reaction Engineering

Model catalytic reactions, active sites, and kinetics using AI-accelerated workflows across heterogeneous, homogeneous, and electrochemical catalysis.

GemNet-OCPaiNNNequIPCI-NEBCatMAPVASPsol / GC-DFTGemNet-OCPaiNNNequIPCI-NEBCatMAPVASPsol / GC-DFT
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Processing, Performance & Scale-Up

Model material and catalyst behavior under realistic processing and operating conditions to enable design-for-manufacturing and deployment.

CALPHADFiPyMOOSE Phase-FieldFEniCSCALPHADFiPyMOOSE Phase-FieldFEniCS

OnDemand Tools for Process Modeling

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Process Systems Modeling & Optimization

Model and optimize chemical and energy processes using equation-oriented, physics-based workflows for phase behavior, reactions, separations, and steady-state and dynamic operation under realistic constraints.

IDAES
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Multiphysics Flow & Transport Modeling

Simulate fluid flow, heat transfer, and species transport in reactors and process equipment to resolve spatially varying behavior under realistic operating conditions, including multiphase flow, reactive transport, and coupled thermal–fluid phenomena.

OpenFOAM

Infrastructure That Fits Your Needs

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Secure Cloud

Enterprise-grade secure cloud computing with scalable, high-performance resources and data protection.

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HPC Integration

Integrate enFORCE with university HPC systems and computing clusters. Deploy on your existing infrastructure while using enFORCE's computational tools and workflows.

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Your IP, Your Control

You own your inputs, outputs, and all derivatives. enFORCE provides the computational infrastructure—your research and intellectual property remain yours.