SCIML

downloadable open source applications software, namely, computer software for use in software development; downloadable open source applications software, namely, computer software development tools for design and development of open-source and proprietary software programs; downloadable open source applications software, namely, software that enables users to share and collaboratively develop software, software packages, software libraries, and computer code; downloadable computer programs for use in implementing an interpreted computer programming language; downloadable computer programs for use in implementing a compiler for computer programming language; downloadable computer software for use in performing computations, creating and executing computational algorithms, analyzing data, accessing data, visualizing data, and deploying computer software applications and electronic hardware implementations of those algorithms; computer programs recorded on external devices for use in implementing a computer programming language; downloadable computer programs for use in implementing a computer programming language; downloadable open source modular scientific simulation software for solving differential equations, creating large-scale nonlinear systems, solving inverse problems, and for automated model discovery featuring a polyglot userbase, high performance differential equation solving, physics-informed model discovery and learning, compiler-assisted model analysis and sparsity acceleration, machine learning assisted tooling for model acceleration, differentiable scientific data structures and simulators, and other machine learning tools for accelerated algorithm development and research; downloadable open source modular scientific simulation software, namely, software for high performance differential equation solving featuring a library for solving ordinary differential equations, stochastic differential equations, delay differential equations, differential-algebraic equations, and hybrid differential equations which feature multi-scale models and mixtures with agent-based simulations; downloadable open source modular scientific simulation software, namely, software for high performance differential equation solving featuring templated implementation that allows arbitrary array and number types to be compatible, giving compatibility with arbitrary precision floating point numbers, GPU-based computations, unit-checked arithmetic, and other scientific simulation software features in the nature of built-in multi-threading and parallelism features designed for both high performance on large-scale and small-scale problems; downloadable open source modular scientific simulation software, namely, software for high performance differential equation solving featuring physics-informed model discovery and learning, modules for automating the process of such model discovery and fitting, compiler-assisted model analysis and sparsity acceleration that builds a set of interconnected tools for generating numerical solver code directly on the models that are being simulated, differentiable scientific data structures and simulators for use with pre-built scientific simulation tools along with data structures for accelerating the development of models, and other machine learning tools for accelerated algorithm development in the field of numerical simulation methods and methodologies; downloadable open source modular scientific simulation software tools with a common interface, namely, software featuring a modular ecosystem for handling a wide variety of scientific simulations, and for solving differential equations and universal neural differential equations; downloadable open source modular scientific simulation software tools with a common interface, namely, software comprised of a modular ecosystem for use as a modeling framework for automatically parallelized machine learning featuring a computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

business strategic planning services in the fields of applied machine learning, artificial intelligence, scientific simulation, and physics-informed machine learning; business, market, and consumer research in the field of applied machine learning, artificial intelligence, scientific simulation, and physics-informed machine learning; association services, namely, promoting the interests of computer programming community in the nature of the promotion of computer programming languages, graphics, and user interfaces of others and dissemination of information in the field of computer programming languages, graphics, and user interfaces

providing on-line forums for transmission of messages among computer users concerning computer programming languages

providing information related to organizing community activities to support open source technology and the dissemination of free knowledge and printed educational content of others in the field of open source technology; educational services, namely, providing educational speakers in the field of open source methodologies and principles for teaching and learning, communicating, and creating; educational services, namely, conducting classes, seminars, conferences, and workshops in the fields of open source security technology and distribution of training materials in connection therewith; providing information in the field of high-performance differential equation solving with open source software for the purpose of academic study; educational services, namely, conducting classes, seminars, conferences, and workshops in the fields of open source software for modular scientific simulation and distribution of training materials in connection therewith; educational services, namely, providing tutorial sessions in the field of high-performance differential equation solving with open source software

providing temporary use of on-line non-downloadable software and web-based software platforms that serve as the infrastructure for developers to use software development tools for the collaborative development of software programs; providing temporary use of on-line non-downloadable software, namely, software for design and development of open-source and proprietary software programs; Application service provider featuring software for design and development of open-source and proprietary software programs; consulting and technology strategy services in the field of open source software design and development and information technology operations all in the field of open source technology; consulting services in the field of design, selection, and implementation of open source software for modular scientific simulation; computer services, namely, hosting and maintaining an on-line website for others to collaboratively develop, share, and access open source software, software packages, software libraries, and computer code; hosting an on-line community web site featuring an indexed and cataloged system for the collaborative development, sharing, and accessing of open source software, software packages, software libraries, and computer code; providing information relating to a computer programming language and its development environment; application service provider featuring application programming interface (API) software for use in performing computations, creating and executing computational algorithms, analyzing data, accessing data, visualizing data, and deploying computer software applications and electronic hardware implementations of those algorithms; providing temporary use of on-line non-downloadable open source software and web-based software platforms for modular scientific simulation with a polyglot userbase, high performance differential equation solving, physic informed model discovery and learning, compiler-assisted model analysis and sparsity acceleration, machine learning assisted tooling for model acceleration, differentiable scientific data structures and simulators, and other machine learning tools for accelerated algorithm development and research; providing temporary use of on-line non-downloadable open source software and web-based software platforms for modular scientific simulation, namely, software and software platforms for high performance differential equation solving featuring a library for solving ordinary differential equations. stochastic differential equations, delay differential equations, differential algebraic equations, and hybrid differential equations which feature multi-scale models and mixtures with agent-based simulations; providing temporary use of on-line non-downloadable open source software and web-based software platforms for modular scientific simulation, namely, high performance differential equation solving software and software platforms featuring templated implementation that allows arbitrary array and number types to be compatible, giving compatibility with arbitrary precision floating point numbers, GPU-based computations, unit checked arithmetic, and other differential equation solving features in the nature of built-in multi-threading and parallelism designed for both high performance on large-scale and small-scale problems; providing temporary use of on-line non-downloadable open source software and web-based software platforms for modular scientific simulation, namely, modular scientific simulation software and software platforms featuring physics-informed model discovery and learning, featuring modules for automating the process of such model discovery and fitting, compiler-assisted model analysis and sparsity acceleration that builds a set of interconnected tools for generating numerical solver code directly on the models that are being simulated, differentiable scientific data structures and simulators for use with pre-built scientific simulation tools along with data structures for accelerating the development of models, and other machine learning tools for accelerated algorithm development in the field of numerical simulation methods and methodologies; providing temporary use of on-line non-downloadable open source software and web-based software platforms featuring modular scientific simulation tools with a common interface, namely, software and software platforms featuring a modular ecosystem for handling a wide variety of scientific simulations, and for solving differential equations and universal neural differential equations; providing temporary use of on-line non-downloadable open source software and web-based software platforms featuring modular scientific simulation tools with a common interface, namely, software and software platforms comprised of a modular ecosystem for use as a modeling framework for automatically parallelized machine learning featuring a computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations; providing temporary use of an on-line non-downloadable computer program for implementing an interpreted computer programming language; providing temporary use of an on-line non-downloadable computer program for implementing a compiler for computer programming languages; development of computer programming languages, graphics, and user interfaces of others for the benefit of computer programming community members; providing information in the field of high-performance differential equation solving with open source software for scientific research purposes via an on-line website; technology strategy consulting services in the field of applying open source technology to the electronic storage of digital content