Best AI tools for< Simulate Physics >

Siml.ai is a software platform designed for fast AI-driven physics simulations. It combines state-of-the-art machine learning with physics simulation to provide interactive visualization. The platform allows users to work with high-performance AI-based numerical simulators without the need for installation, offering painless scalability and one-click access to high-performance computing resources. Siml.ai aims to democratize scientific-grade simulation tools by simplifying the development and deployment of physics-based simulations for engineers and researchers.

Kling AI is a revolutionary text-to-video generation model that enables users to effortlessly craft artistic video productions. It boasts impressive capabilities in creating videos, making imagination come alive. With features like dynamic motion generation, long video creation, simulation of the physical world, conceptual combination, and cinematic video generation, Kling AI offers a unique and efficient video production experience. Users can enjoy generating videos with realistic movements, diverse aspect ratios, and cinematic quality, all powered by advanced AI technology.

Luma Dream Machine is an AI video generator tool that creates high-quality, realistic videos from text and images. It is a scalable and efficient transformer model trained directly on videos, capable of generating physically accurate and eventful shots. The tool aims to build a universal imagination engine, enabling users to bring their creative visions to life effortlessly.

OpenAI Sora is a text-to-video model that can generate realistic and imaginative video scenes from text instructions. It's designed to simulate the physical world in motion, generating videos up to a minute long while maintaining visual quality and adhering to the user's prompt.

SoraPrompting is a website that provides a collection of prompts to help users get started with Sora prompting and create high-quality video content. The website also includes a form for users to submit their own prompts, which can then be reviewed and added to the collection for the community to explore and create videos from. Sora is OpenAI's revolutionary text-to-video model, designed to understand and simulate the physical world in motion. It aims to assist in solving real-world problems through dynamic interaction. Sora stands out by generating high-quality videos up to a minute long while maintaining visual excellence and adhering to user prompts. Its unique capabilities make it a game-changer in the AI landscape.

Rendered.ai is a platform that provides unlimited synthetic data for AI and ML applications, specifically focusing on computer vision. It helps in generating low-cost physically-accurate data to overcome bias and power innovation in AI and ML. The platform allows users to capture rare events and edge cases, acquire data that is difficult to obtain, overcome data labeling challenges, and simulate restricted or high-risk scenarios. Rendered.ai aims to revolutionize the use of synthetic data in AI and data analytics projects, with a vision that by 2030, synthetic data will surpass real data in AI models.

SwitchLight Studio is an AI-powered lighting tool designed for filmmakers, offering advanced features such as AI Virtual Production, individual AI features like background removal and PBR material extraction, Physically Based Rendering, PBR Neural Enhancer, and Light Map Extraction. It revolutionizes post-production by allowing users to change lighting effects, simulate real-world lighting, and enhance realism in rendering. The tool supports 4K+ resolution videos, guarantees temporal consistency, and provides enterprise features like Nuke Plugin, Command Line Interface, and Multi-OS support. With a focus on privacy, SwitchLight ensures local processing of image and video data without cloud uploads.

ViableView is an AI-powered market and product data analytics tool that helps entrepreneurs identify profitable products and niches. By collecting and analyzing market data, the tool provides indication metrics such as opportunity score, competition score, and profit margins to guide investment decisions. ViableView uses viability simulations to turn messy market data into actionable insights, enabling users to make informed choices about product advertising and market strategies. The tool offers features like real-time tracking of market trends, market overview insights, and data projections based on industry KPIs. ViableView is suitable for digital products, physical products, SaaS, and real estate markets, providing comprehensive data aggregation and market analysis for each sector.

KLING AI is a cutting-edge video generation model developed by Kuaishou Kwai company. It can produce detailed and fluid videos at 1080p resolution and 30 frames per second, creating immersive visual experiences up to two minutes in length. The model excels in modeling intricate motion sequences and realistic physical interactions between objects, resulting in highly dynamic and lifelike scenes. From dance routines to action sequences, KLING AI blurs the line between artificial and authentic content.

Dream Machine AI is a free, instant-access video generation model that transforms text and images into high-quality videos using advanced transformer models. It leverages Luma AI to create stunning videos effortlessly, with features like incredibly fast generation, realistic and consistent motion, high character consistency, and natural camera movements. Users can access the platform for free and enjoy the benefits of quick video generation with physically accurate and emotionally resonant content.

Bifrost AI is a data generation engine designed for AI and robotics applications. It enables users to train and validate AI models faster by generating physically accurate synthetic datasets in 3D simulations, eliminating the need for real-world data. The platform offers pixel-perfect labels, scenario metadata, and a simulated 3D world to enhance AI understanding. Bifrost AI empowers users to create new scenarios and datasets rapidly, stress test AI perception, and improve model performance. It is built for teams at every stage of AI development, offering features like automated labeling, class imbalance correction, and performance enhancement.

FindYourTriggers is an AI-powered self-awareness enhancer that helps users understand their behavior at the root, strengthen their mindset through self-awareness, and replace bad habits with positive actions. The application offers a three-step plan to enhance self-awareness by analyzing triggers, processing growth, and providing personalized challenges to overcome triggers. Users can journal digitally or physically, identify triggers, and work towards personal growth with the support of simulated conversations with a schema therapist.

Text.Theater is an AI-powered Discord bot that simulates scenes from TV shows based on custom prompts. Users can request completely new scenes from their favorite TV shows, and the bot uses advanced language generation technology to create dialogue between the main characters, providing a unique and innovative experience for Discord users.

HirewithEve is an AI-enhanced recruitment solution designed to simulate real-world interview scenarios with AI for enhanced candidate assessment. The platform offers cutting-edge AI-driven speech technology tailored for corporate environments, providing tailored recruitment solutions, enhanced candidate assessment, and industry-specific case studies for targeted skill evaluation. Users can access diverse business cases for interview and skill assessment, engage in interactive exercises promoting problem-solving and critical thinking, and receive candidate insights through an advanced analytics platform. HirewithEve focuses on empowering teams to make informed decisions and streamline the hiring process effectively.

Simudyne is an enterprise simulation software powered by AI technology. It allows large financial institutions to simulate various future scenarios efficiently and measure their impact in a safe virtual environment. The software offers solutions for environment, social and governance issues, market execution, financial crime analytics, and risk management. Simudyne's technology is secure, distributable, and Cloudera certified, providing a robust library of code for specialized functions. The platform also utilizes agent-based modeling to bridge the gap between theoretical and real-world scenarios in the financial services sector.

Roundtable is an AI-assisted data cleaning tool designed for enterprise survey programming. It offers an easy-to-integrate API for cleaning open-ended survey responses, saving up to 70% of time. The tool uses real-time behavioral tracking to detect unnatural typing and programmatic entries, and it provides multilingual functionality for deploying studies to various markets. Roundtable also features GPT detection to identify bots and participants, dynamic clustering to group duplicate responses, and programmatic pre-screening to auto-reject low-quality participants. The tool is trusted by leaders and innovators for improving data quality efforts and providing reliable human-generated insights.

Artist Interview.ai is an AI tool that generates realistic AI-powered answers to interview questions. Users can input their questions and receive responses generated by advanced AI models like GPT-3.5 and GPT-4. The website offers a selection of AI artists to emulate in the generated interviews, ranging from music legends like Bob Dylan and Paul McCartney to contemporary stars like Taylor Swift and Beyoncé. Artist Interview.ai aims to provide a unique and engaging experience for users looking to simulate artist interviews using cutting-edge AI technology.

PaintsUndo is an innovative AI painting project that models human drawing behaviors in digital paintings. It provides base models to simulate various aspects of the digital painting process, such as sketching, coloring, and shading. The tool offers both single-frame and multi-frame models to generate coherent painting processes. PaintsUndo requires significant computational power and has been tested with high-end GPUs. It aims to help digital artists understand AI's role in artistic creation and inspire new creative processes.

Altair is a global leader in computational intelligence, offering software and cloud solutions in simulation, HPC, data analytics, and AI. The platform provides advanced technology for accelerating AI adoption, powering engineering processes, and enabling sustainability solutions across various industries. Altair's products and platforms cater to diverse sectors such as aerospace, automotive, healthcare, and more, with a focus on digital twin technology, generative AI, and cloud computing. The company also hosts events, webinars, and training programs to support users in leveraging their tools effectively.

OpenRouter is an AI tool that provides a unified interface for Large Language Models (LLMs). Users can find the best models and prices for various prompts related to roleplay, programming, marketing, technology, science, translation, legal, finance, health, trivia, and academia. The platform offers transformer-based models with multilingual capabilities, coding, mathematics, and reasoning. It features SwiGLU activation, attention QKV bias, and group query attention. OpenRouter allows users to interact with trending models, simulate the web, chat with multiple LLMs simultaneously, and engage in AI character chat and roleplay.

WeatherGFT is a physics-AI hybrid model designed to generalize weather forecasts to finer-grained temporal scales beyond the training dataset. It incorporates physical partial differential equations (PDEs) into neural networks to simulate fine-grained physical evolution and correct biases. The model achieves state-of-the-art performance in forecasting tasks at different time scales, from nowcasting to medium-range forecasts, by utilizing a lead time-aware training framework and a carefully designed PDE kernel. WeatherGFT bridges the gap between nowcast and medium-range forecast by extending forecasting abilities to predict accurately at a 30-minute time scale.

A repository that lists papers related to Large Language Model (LLM) based agents. The repository covers various topics including survey, planning, feedback & reflection, memory mechanism, role playing, game playing, tool usage & human-agent interaction, benchmark & evaluation, environment & platform, agent framework, multi-agent system, and agent fine-tuning. It provides a comprehensive collection of research papers on LLM-based agents, exploring different aspects of AI agent architectures and applications.

The 'awesome-mobile-robotics' repository is a curated list of important content related to Mobile Robotics and AI. It includes resources such as courses, books, datasets, software and libraries, podcasts, conferences, journals, companies and jobs, laboratories and research groups, and miscellaneous resources. The repository covers a wide range of topics in the field of Mobile Robotics and AI, providing valuable information for enthusiasts, researchers, and professionals in the domain.

This repository maintains a list of research papers on LLM-based Multi-Agents, categorized into five main streams: Multi-Agents Framework, Multi-Agents Orchestration and Efficiency, Multi-Agents for Problem Solving, Multi-Agents for World Simulation, and Multi-Agents Datasets and Benchmarks. The repository also includes a survey paper on LLM-based Multi-Agents and a table summarizing the key findings of the survey.

PeriDyno is a CUDA-based, highly parallel physics engine targeted at providing real-time simulation of physical environments for intelligent agents. It is designed to be easy to use and integrate into existing projects, and it provides a wide range of features for simulating a variety of physical phenomena. PeriDyno is open source and available under the Apache 2.0 license.

PaddleScience is a scientific computing suite developed based on the deep learning framework PaddlePaddle. It utilizes the learning ability of deep neural networks and the automatic (higher-order) differentiation mechanism of PaddlePaddle to solve problems in physics, chemistry, meteorology, and other fields. It supports three solving methods: physics mechanism-driven, data-driven, and mathematical fusion, and provides basic APIs and detailed documentation for users to use and further develop.

Habitat-Sim is a high-performance physics-enabled 3D simulator with support for 3D scans of indoor/outdoor spaces, CAD models of spaces and piecewise-rigid objects, configurable sensors, robots described via URDF, and rigid-body mechanics. It prioritizes simulation speed over the breadth of simulation capabilities, achieving several thousand frames per second (FPS) running single-threaded and over 10,000 FPS multi-process on a single GPU when rendering a scene from the Matterport3D dataset. Habitat-Sim simulates a Fetch robot interacting in ReplicaCAD scenes at over 8,000 steps per second (SPS), where each ‘step’ involves rendering 1 RGBD observation (128×128 pixels) and rigid-body dynamics for 1/30sec.

AI2BMD is a program for efficiently simulating protein molecular dynamics with ab initio accuracy. The repository contains datasets, simulation programs, and public materials related to AI2BMD. It provides a Docker image for easy deployment and a standalone launcher program. Users can run simulations by downloading the launcher script and specifying simulation parameters. The repository also includes ready-to-use protein structures for testing. AI2BMD is designed for x86-64 GNU/Linux systems with recommended hardware specifications. The related research includes model architectures like ViSNet, Geoformer, and fine-grained force metrics for MLFF. Citation information and contact details for the AI2BMD Team are provided.

Awesome Large Weather Models (LWMs) is a curated collection of articles and resources related to large weather models used in AI for Earth and AI for Science. It includes information on various cutting-edge weather forecasting models, benchmark datasets, and research papers. The repository serves as a hub for researchers and enthusiasts to explore the latest advancements in weather modeling and forecasting.

The 'awesome-AI4MolConformation-MD' repository focuses on protein conformations and molecular dynamics using generative artificial intelligence and deep learning. It provides resources, reviews, datasets, packages, and tools related to AI-driven molecular dynamics simulations. The repository covers a wide range of topics such as neural networks potentials, force fields, AI engines/frameworks, trajectory analysis, visualization tools, and various AI-based models for protein conformational sampling. It serves as a comprehensive guide for researchers and practitioners interested in leveraging AI for studying molecular structures and dynamics.

CAMEL is an open-source library designed for the study of autonomous and communicative agents. We believe that studying these agents on a large scale offers valuable insights into their behaviors, capabilities, and potential risks. To facilitate research in this field, we implement and support various types of agents, tasks, prompts, models, and simulated environments.

DB-GPT is a personal database administrator that can solve database problems by reading documents, using various tools, and writing analysis reports. It is currently undergoing an upgrade. **Features:** * **Online Demo:** * Import documents into the knowledge base * Utilize the knowledge base for well-founded Q&A and diagnosis analysis of abnormal alarms * Send feedbacks to refine the intermediate diagnosis results * Edit the diagnosis result * Browse all historical diagnosis results, used metrics, and detailed diagnosis processes * **Language Support:** * English (default) * Chinese (add "language: zh" in config.yaml) * **New Frontend:** * Knowledgebase + Chat Q&A + Diagnosis + Report Replay * **Extreme Speed Version for localized llms:** * 4-bit quantized LLM (reducing inference time by 1/3) * vllm for fast inference (qwen) * Tiny LLM * **Multi-path extraction of document knowledge:** * Vector database (ChromaDB) * RESTful Search Engine (Elasticsearch) * **Expert prompt generation using document knowledge** * **Upgrade the LLM-based diagnosis mechanism:** * Task Dispatching -> Concurrent Diagnosis -> Cross Review -> Report Generation * Synchronous Concurrency Mechanism during LLM inference * **Support monitoring and optimization tools in multiple levels:** * Monitoring metrics (Prometheus) * Flame graph in code level * Diagnosis knowledge retrieval (dbmind) * Logical query transformations (Calcite) * Index optimization algorithms (for PostgreSQL) * Physical operator hints (for PostgreSQL) * Backup and Point-in-time Recovery (Pigsty) * **Continuously updated papers and experimental reports** This project is constantly evolving with new features. Don't forget to star ⭐ and watch 👀 to stay up to date.

Phi-3-MLX is a versatile AI framework that leverages both the Phi-3-Vision multimodal model and the Phi-3-Mini-128K language model optimized for Apple Silicon using the MLX framework. It provides an easy-to-use interface for a wide range of AI tasks, from advanced text generation to visual question answering and code execution. The project features support for batched generation, flexible agent system, custom toolchains, model quantization, LoRA fine-tuning capabilities, and API integration for extended functionality.

AIlice is a fully autonomous, general-purpose AI agent that aims to create a standalone artificial intelligence assistant, similar to JARVIS, based on the open-source LLM. AIlice achieves this goal by building a "text computer" that uses a Large Language Model (LLM) as its core processor. Currently, AIlice demonstrates proficiency in a range of tasks, including thematic research, coding, system management, literature reviews, and complex hybrid tasks that go beyond these basic capabilities. AIlice has reached near-perfect performance in everyday tasks using GPT-4 and is making strides towards practical application with the latest open-source models. We will ultimately achieve self-evolution of AI agents. That is, AI agents will autonomously build their own feature expansions and new types of agents, unleashing LLM's knowledge and reasoning capabilities into the real world seamlessly.

Recent LLM (Large Language Models)-based CV and multi-modal works.

Helps beginners understand OpenGL 3.3 concepts and terminology

Comprehensive quantum physics and cosmology exploration tool with simulations, problem-solving, and interactive learning.

Quantum physics and computing explainer and developer

A GPT that can provides lectures on Statistical Mechanics

Assists with Azure Quantum computing jobs, simulates API requests.

A research assistant for neutral atom quantum computing.

Interactive EMS scenario generator for EMT and paramedic training.

I assist doctors in simulations, summarizing patient encounters and devising hypothetical treatment plans.

I simulate tough Customer Support scenarios for Agent Training.

I simulate software engineering interviews using FAANG Technical Questions and provide feedback.

Simulate real dialogues, no political correctness, less railguards...

I simulate realistic interactions with design clients, offering diverse scenarios and feedback.

This CustomGPT is designed to simulate intricate discussions between representatives of various philosophical and ethical schools, such as the Renaissance, Stoicism, Existentialism, and others, using relevant texts and artworks as knowledge resources.

I simulate various businesses, guiding users through realistic scenarios. Make decisions, see their impact, and learn about business dynamics. Engaging and educational for aspiring entrepreneurs and business enthusiasts.

I simulate a PC, managing files and running virtual programs.

I simulate the governance of a unique company focused on AI for good

I simulate a junior employee for engaging and insightful 1-on-1 meetings. I am your new ally in building a stronger, more transparent, and more effective workplace. Start your journey towards better leadership and employee satisfaction today!

I simulate an ant colony's hive mind and translate its wisdom for humans.

I recreate and simulate historical events for interactive exploration.

I authentically simulate the Shark Tank experience, complete with business pitches and realistic offers.