SoftwareHUBS are online applications that allow users to remotely control their security systems, thermostats, cameras, and more. By enabling remote access, users can keep their system under tight control even when they’re away. But this kind of remote access requires an additional level of security. In order to prevent unauthorized access, secure online applications apply strict user role rules, and only allow authorized users access. This ensures that users only have access to data that is relevant to their home.

Molecular Sciences Software Institute

The Molecular Sciences Software Institute (MolSSI) is a National Science Foundation-funded institute that focuses on improving software for molecular sciences. Its goal is to help scientists develop more effective and reproducible software. Among other things, MolSSI develops educational resources for undergraduate and early career researchers. These resources introduce best practices in software engineering and help researchers create software that is usable, reproducible, and maintainable.

The goal of the Molecular Sciences Software Institute is to serve as a nexus of cooperation, education, and research for the computational molecular science community worldwide. The Institute will focus on a broad range of topics, including quantum chemistry, materials science, and biomolecular simulation. The Institute will also support the development of standards and software infrastructure for molecular science.

The workshop consists of five modules, including short lectures on molecular mechanics concepts and guided exercises. In the first three modules, students are required to modify a detailed example. The fourth module focuses on software development tools, including git. The final module involves a summative assessment project.

The MolSSI was launched in 2016 with a $19.4 million grant from the National Science Foundation. It has nearly 60 scientists involved in the development of simulation models. It is also expanding its outreach to scientists in Asia and other regions. A new website called COVID-19 will help scientists access the data they need for their projects.

MolSSI’s education program consists of online training materials and several in-person workshops throughout the United States. Students learn best practices in software development through hands-on experience, which is modeled after the Software Carpentry methodology. The curriculum also includes interactive live coding sessions. It is a great resource for graduate students, aspiring software scientists, and technical professionals.

The first module, Geometry Optimization, introduces students to the internal coordinate system and to calculating the potential energy surface along intramolecular coordinates. They also learn about bond lengths and bond energies, and how to set up the nitrobenzene molecule for Psi4 calculations. The module also introduces students to Python programming.

The MolSSI Education team also offers workshops at universities and other institutions. They usually offer these workshops twice a year. Additionally, they support faculty implementing these courses by customizing course content. These workshops are usually held in conjunction with academic research groups. It also offers resources for learning about design patterns and object oriented programming.


Apiumhub started as a software architecture company that employed graduates from the Apium Academy. The company now offers B2B courses to businesses and aims to educate their internal staff about software architecture. They hope that this will help them attract talented employees and build a reputation in the software industry.

The Apiumhub team has developed an extensive network of partners, which they use to collaborate with clients. This enables them to cover the entire process from ideation to product development. This is done in collaboration with different experts who specialize in different fields. Apiumhub is an ideal place for entrepreneurs to get the help they need to build their own innovative products.

Apiumhub is a software development company that focuses on software architecture and automates processes to reduce time spent on manual tasks. The company offers many services, including Agile software development. The Apiumhub team begins by applying best practices from software development, including TDD and CI. It also emphasizes flexibility and agility, so they can adapt to clients’ needs.

Apiumhub has been growing exponentially since COVID, and is always looking for talent to help them continue their growth. Their technology is innovative, and their people are passionate about the work they do. They have a long-term goal of helping startups build the software that they need to grow and succeed.

Molecular Sciences

To develop new software for molecular sciences, the National Science Foundation has invested $35 million in two new software institutes. The Molecular Sciences Software Institute will develop tools for 21st century science research. Its focus will be molecular biology, materials science, and quantum chemistry.

Computer models are crucial for research at this level. But the limitations of these models are numerous. They are limited by space and time, and they can only simulate a small number of factors at a time. MolSSI, led by Virginia Tech computational chemist Daniel Crawford, will focus on addressing these challenges by developing better software tools for the field. The group will also share their infrastructure with the world, to make it easier for researchers to solve the most complex problems.

Software HUBS for Molecular Sciences includes molecular modeling software. The software focuses on the modeling and simulation of proteins. It also includes sequence alignment and phylogenetic trees. It supports several computational chemistry packages. The software is easy to use and features a user-friendly interface.

The MolSSI hub was created in collaboration with the European Union-based Centre of Excellence for Computational Biomolecular Research, and the European Organization for Nuclear Research (CERN), one of the largest particle-physics labs in the world. About 60 scientists are contributing their modeling and simulation data to MolSSI. The goal is to expand this network to reach more scientists, particularly in Asia.

Organoid’s Innovation Center brings together cutting-edge technologies and innovative research methods to address the challenges of scaling complex 3D biological models. It offers customers and researchers a unique experience that spans research disciplines and maximizes productivity. Its innovative software solutions, like SpectraMax(r) Mini Multi-Mode Microplate Reader, help scientists optimize their results while keeping benchtop space to a minimum.

The AiiDA project is an initiative aimed at enabling scientists to share data and software in the field of computational chemistry. It started as a developer community and has now expanded into a full-blown materials science web platform. In addition to publishing research papers, it also helps researchers to share data, algorithms, and simulations. The community is also working on standards for interoperability, which is critical to the sustainability of scientific software.

The ChemAxon application is a chemical structure representation toolkit. This software consists of two applications: the Standardizer and the Structure Checker. The Standardizer feature allows users to convert their chemical structure drawings into 3D molecular representations using a series of predefined actions. The Structure Checker feature allows users to edit molecular drawings and check for errors.


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