graph neural networks

Aalyria provides a managed platform as a service for developers to orchestrate networks in motion, using Temporospatial SDN to orchestrate physical link topology, channel/power/beam hopping schedules, and routing. Its Tightbeam solution delivers free-space optical communication up to 100 Gbps over extreme distances, with demonstrated ground-to-air links approaching 200 km. The company serves commercial and government customers with sovereign, secure deployments.

digital twin modelingfree-space optical communicationlaser communicationsNP-hard optimizationOpen APIsTemporospatial SDN orchestration

Eastern Aligned Education and Research Corporation Environmental Education and Research Informed by Eastern Philosophy and Evaluated with Modern Science Get Professional Consultation Explore Our Projects Legal Disciplines Research Areas Blending Eastern Philosophy with Contemporary practices gives unique perspective in solving modern problems. Innovative Research Our processes applies techniques from a variety of disciplines to give unique levers to control our environment. Eastern Informed Our processes applies based in Eastern Philosophy creates unique solutions to modern problems. Education Products Learning how to apply the five elements to harmonize your environment, classroom or corporate team. How We Work Work Process 01 Personality Assessment Learn how to quickly assess personality and working styles to better manage individuals in you organization. 02 Understanding Group.

AI-driven behavioral assessmentbrain imagingclinical researchEEGexplanatory AI modelinggrant writingpublic health education deliverysingle-cell techniques

Enthought is a science-first AI and scientific software company for enterprise R&D, founded in 2001 by CEO Eric Jones. It provides scientific software development, data systems, strategy and design, and infrastructure services, with a team of PhD-level scientists, engineers, and AI specialists serving materials, chemistry, pharmaceutical, semiconductor, energy, and life sciences industries. Headquartered in Austin, Texas, with offices in Cambridge, Zürich, and Tokyo.

Agentic AI SystemsBayesian Optimizationdeep learningFormulation OptimizationFoundation ModelsGenerative Adversarial Networksgenerative AIimage processinglarge language modelsmachine learningMaterials DiscoveryMulti-Scale Modelingnatural language processingProperty PredictionsimulationStructure GenerationSurrogate ModelingText Data Miningtime series analysis

Extreme Scale Solutions builds and deploys advanced AI/ML systems under real constraints such as latency, cost, security, privacy, auditability, and operational robustness, from FPGA inference at the edge to exabyte-scale graph optimization in supercomputers. The company reports 19 active projects across 5 core disciplines and 9 industry domains, spanning hardware, cloud, edge, and enterprise environments.

beamformingdistributed trainingembedded NPU deploymentFourier Neural OperatorsFPGA inferencegraph optimizationGraph-RAGhomomorphic encryptionHPC performance engineeringmemory planningphysically unclonable functionsphysics-informed neural networkspost-quantum cryptographyquantizationRAGspeech separationthroughput tuningvision transformersYOLO object detection

FraudNet provides an AI-native enterprise fraud and risk management platform that unifies fraud detection, compliance, and risk management. Its modular, customizable platform covers entity screening, entity monitoring, transaction monitoring, intelligent decisioning, case management, and advanced analytics, using machine learning, anomaly detection, graph neural networks, and generative AI.

Advanced analyticsAI & machine learninganomaly detectioncase managementdata enrichmentdata orchestrationgenerative AIno-code rules enginereal-time risk scoring

Kcore Analytics uses artificial intelligence and social network analysis to predict opinion trends, including forecasting elections worldwide by analyzing real-time social media data. The company was awarded a $275k Small Business Innovation Research (SBIR) Phase I grant from the National Science Foundation to predict global elections in real-time through AI, network theory, and big data science.

Artificial Intelligencebig-data analysiscomputer visionmachine learningnatural language processingsentiment analysissocial network analysistopic modeling