physics-based modeling

Experience-Based Engineering We solve difficult engineering problems that live in the gaps between disciplines. AD Engineering provides engineering consulting, physics-based analysis, and system development support for government, industry, and research organizations confronting technically difficult problems. We reduce multidisciplinary complexity into practical engineering decisions that accelerate feasibility, technology maturation, and program execution. Engineering problems solved through experience—not assumptions. Explore Engineering Concepts Discuss a Difficult Problem From research lab to flightline to orbit. How We Solve Problems Start with the physics. Reduce the complexity. Deliver the decision. Engineering begins by identifying what actually governs system behavior—not by selecting software, forcing a preferred method, or modeling every detail. AD Engineering preserves the.

Aerospace Systemsconcept developmentdecision supportfinite element analysisprogram executionstructural mechanicsSystems Engineeringtechnology transitionTest & EvaluationThermal & Materials Systems

AMP Research Inc. (Applied Mathematical Physics) is a micro high technology firm and R&D house focused on fundamental physics concepts such as light propagation and quantum optics to develop next-generation sensors and sensor application prototypes. It designs, engineers and deploys electro-optical and sensor systems using physics-based modeling, and has worked as Prime Contractor with DOD, NASA, DOJ, FBI, ATF, DEA, DOE and others. AMP Research Inc. is ITAR Registered.

3D printingAI/machine learningcustom motherboard designcyber defense modelingElectronics Designembedded systems design and deploymentMonte Carlo analysismultilayer PCB designrapid prototypingreal-time data analyticsSoftware Design and DevelopmentSPICE simulationtechnology training

AEI turns modern geophysical data and AI into live insights on the ground beneath critical infrastructure for climate and natural hazard decisions. Founded out of the University of Washington's FiberLab, AEI fuses ground-based geophysical sensing and satellite data with physics-based AI models to provide actionable insight for operators managing critical assets on moving ground.

AI-powered analysisdata fusiondistributed acoustic sensingfiber sensinggeodetic surface deformation monitoringgeophysical sensingmachine learningsatellite imagery analysisseismic arrays

AReCoS is developing an all-season heat pump rooftop unit: an air-source heat pump with an air-water heat exchanger designed to keep frost thin and clear it continuously, plus an embedded controller (U.S. Patent 12,768,557) that sets every actuator together without a cloud in the control path. The company is targeting rooftop pilot units in 2027, commercial units in 2028, and residential pilots in early 2028.

embedded controller designEV thermal systemsheat pump designrefrigeration controls

Founded in 2012, CSLabs is a mission-driven research and software development company tackling complex technical challenges for defense and industry. It delivers cross-domain solutions integrating artificial intelligence, machine learning, computer vision, modeling & simulation, and high-performance computing, including UMV autonomy for naval operations and mixed-reality point cloud visualization.

AI/MLalgorithm developmentcomputer visiondata fusionhigh-performance computingLiDAR imagingmodeling and simulationnatural language processingparallel processingpredictive analyticssignal processingsoftware developmentX-ray tomography

TRANSFORMING THE DRUG DISCOVERY PROCESS With our decades’ worth of drug discovery expertise and breakthrough computationalplatform, we are setting the pace for the next generation of drug discovery. No Guesses, Just Successes by Computational Design Learn More About Our Platform Denovicon’s mission is to bring better quality drugs to market faster and more affordably than existing methods. To do so, we’ve created a drug discovery platform that’s powered by AI, machine learning, generative therapeutic design, and physics-based approaches to achieve the best results. The platform effectively and swiftly triages trillions of molecules to identify high-quality leads (not simply hits) and transform them into optimized clinical candidates. In this way, the platform streamlines the overall drug discovery process leading to savings in time and money, while achieving higher rates of clinical.

AI/machine learning drug discoverycomputational designgenerative therapeutic designmulti-objective optimizationsmall molecule drug discovery

Dills Analytics LLC is an executive consultancy specializing in Enterprise AI Strategy and the ethical deployment of large-scale ML/AI solutions. It uses Physics-Informed Machine Learning (PIML) to transform physics and computational modeling into actionable AI solutions for high-consequence domains, bridging C-suite objectives and technical roadmaps. The company reports serving clients since 2015.

machine learningPhysics-Informed Machine Learningpredictive analyticsSEOsocial media optimization

Dynamic Dimension Technologies (DDT) is a business founded in 2015 delivering innovative software and engineering solutions for government, defense, and commercial clients. It supports the U.S. military including the Navy, Army, and Air Force, specializing in realistic simulation tools, robotics systems, and data solutions. Its flagship platform, VxSIM, is a high-fidelity simulation platform for testing autonomous systems, robotics, and control algorithms, available on Linux and Windows.

CFDcross-platform software developmentDistributed Interactive Simulation (DIS)distributed simulationFEAhardware-in-the-loop integrationHigh Level Architecture (HLA)MBDModel-Based Systems Engineering (MBSE)robotics testingsimulation-based development and testingSysMLtest planningVerification & validationvirtual and augmented reality training systems

Glacian Technologies Inc. is a data center Physical AI software company. Its platform fuses physics-based models with advanced AI to reduce the power consumed by data center cooling systems, helping operators expand AI compute capacity without utility permits or major construction. The company's team is built on more than a decade of data-center cooling research supported by over $8 million in competitive research grants.

AI optimizationdigital twinsintegration with DCIM and cooling systemsmulti-objective optimizationon-premise deployment

Houghton Associates, Inc. provides acquisition support across all lifecycle phases, with a unified approach to systems engineering, cost estimation, benefits analysis, and program management. The company applies data analytics, modeling, and simulation, and develops application-specific Java-based software to support program decisions. It has extensive experience in navigation programs including GPS, WAAS, EGNOS, and Galileo, and a strong background in telecommunications.

benefits analysisCost estimationData Analyticsdata miningJava-based software developmentmodeling and simulationMonte Carlo simulationsoperations researchprogram managementstatistical and trend analysisSystems Engineering

KatRisk provides catastrophe risk modeling and risk intelligence technology for insurers, reinsurers, government agencies, and financial institutions. Its KatRisk Intelligence and KatRisk Technology offerings form a connected ecosystem bridging catastrophe science and business decisions, with high-resolution physics-based probabilistic models and open-source modeling software.

API integrationcatastrophe risk modelingevent responsehazard dataloss analyticsprobabilistic modelingunderwriting and exposure management integration