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Leveraging a molecular modeling platform to drive innovation in flavors and ingredients research for the food and beverage industry Webinar Materials Science
  • Apr 28, 2021
Leveraging a molecular modeling platform to drive innovation in flavors and ingredients research for the food and beverage industry

In this webinar, we explore the state of the art in molecular modeling of flavors and ingredients.

Accelerating innovation for polymeric materials with molecular modeling Webinar Materials Science
  • Apr 8, 2021
Accelerating innovation for polymeric materials with molecular modeling

In this webinar, we review how molecular modeling has become a practical and important tool for polymer research engineers and scientists to have in their toolbox.

Materials design in electronics industry: Application of materials informatics and cloud computing environment to the design of organic carrier transport materials Webinar Materials Science
  • Oct 29, 2020
Materials design in electronics industry: Application of materials informatics and cloud computing environment to the design of organic carrier transport materials

In this webinar, results of our trials to introduce such progresses to the materials design in electronic industry will be presented for the case of the design of organic carrier transport materials such as heteroacenes.

Modeling and Characterization of Recyclable Telechelic 1,3-Enchained Oligocyclobutanes: Density Functional Theory, Transition State Theory, and Molecular Dynamics Simulations Webinar Materials Science
  • Oct 29, 2020
Modeling and Characterization of Recyclable Telechelic 1,3-Enchained Oligocyclobutanes: Density Functional Theory, Transition State Theory, and Molecular Dynamics Simulations

In this webinar, we present how density functional and transition state theory calculations of the proposed reaction mechanism explain the observed stereocontrol and thermoneutrality of the reversible reaction.

Panel discussion: Materials design at scale Webinar Materials Science
Molecular modeling of polycyanurates to predict thermophysical properties Webinar Materials Science
  • Oct 27, 2020
Molecular modeling of polycyanurates to predict thermophysical properties

In this webinar, learn how polycyanurates have enjoyed use in high-performance applications in aerospace as the resin component for high-temperature composites.

Molecular dynamics to understand the origin of the preferred orientation of phosphorescent dyes in OLEDs Webinar Materials Science
  • Oct 27, 2020
Molecular dynamics to understand the origin of the preferred orientation of phosphorescent dyes in OLEDs

In this webinar, learn why emitting dipole orientation (EDO) is an important issue of emitting materials in organic light-emitting diodes for an increase of outcoupling efficiency of light.

Consumer Packaged Goods Webinar Materials Science
  • Aug 10, 2020
Surfactant chemistry development for consumer packaged goods enhanced by atomic scale simulation

In this webinar, we present case studies on how physic-based chemical simulation in the Schrödinger Materials Science Suite can be used to help predict and rationalize performance determining properties of surfactants for the CPG market applications.

Perspectives in Computational Materials Design: Progress and Prospects Webinar Materials Science
  • Aug 6, 2020
Perspectives in Computational Materials Design: Progress and Prospects

In this webinar, we present new strategies for multiparadigm simulations of nanoscale materials with applications to electrocatalysis, Li batteries, micelle formation, and ductile boron carbide.

Learning to Taste: Application of Deep Learning to Predict the Sweetness of Small Organic Molecules Webinar Materials Science
  • Aug 6, 2020
Learning to Taste: Application of Deep Learning to Predict the Sweetness of Small Organic Molecules

In this webinar, we demonstrate that these advanced machine learning models are highly efficient in classifying the molecules as bitter/sweet.

Enumeration as a Computational Strategy for Automating the Design of CVD and ALD Precursors Webinar Materials Science
  • Jul 8, 2020
Enumeration as a Computational Strategy for Automating the Design of CVD and ALD Precursors

In this webinar, we present the success of chemical-based deposition and etch depends primarily on the choice of gas-phase chemicals.

Automated High-throughput In Silico Reaction Screening for Design and Discovery of Enhanced Reactivity and Tailored Chemo-, Regio-, and Stereo-selectivity Webinar Materials Science
  • May 20, 2020
Automated High-throughput In Silico Reaction Screening for Design and Discovery of Enhanced Reactivity and Tailored Chemo-, Regio-, and Stereo-selectivity

In this webinar, learn how first-principles simulation has become a reliable tool for the prediction of structures, chemical mechanisms, and reaction energetics for the fundamental steps in catalysis.

Events

Formulation ML and Optimization: Making advanced property prediction and experimental design fast and accessible Webinar Materials Science
  • Jan 21, 2026
Formulation ML and Optimization: Making advanced property prediction and experimental design fast and accessible

We will showcase how easy it is to apply these tools using experimental datasets across broad MS applications, including formulations, consumer goods, batteries, pharmaceuticals, and beyond.

【1月28日(水)~30日(金)】nano tech 2026 出展 Event Materials Science
  • Jan 28th-30th, 2026
【1月28日(水)~30日(金)】nano tech 2026 出展

展示ブースでは、セミナー開催のほか、先進の技術について専門技術者が解説し、お客様からのご質問にお答えします。 小間番号:3W-H07 出展ゾーン:【材料・素材】マテリアルゾーン

From silos to synthesis: Fostering collaborative AI through platform integration with LiveDesign ML Webinar Life Science
  • Jan 29, 2026
From silos to synthesis: Fostering collaborative AI through platform integration with LiveDesign ML

Successfully leveraging AI investments demands a platform that delivers unparalleled predictive accuracy and seamless operationalization.

Webinars

Formulation ML and Optimization: Making advanced property prediction and experimental design fast and accessible Webinar Materials Science
  • Jan 21, 2026
Formulation ML and Optimization: Making advanced property prediction and experimental design fast and accessible

We will showcase how easy it is to apply these tools using experimental datasets across broad MS applications, including formulations, consumer goods, batteries, pharmaceuticals, and beyond.

Physics-driven ML to accelerate the design of layered multicomponent electronic devices Webinar Materials Science
  • Feb 10, 2026
Physics-driven ML to accelerate the design of layered multicomponent electronic devices

Schrödinger has developed a machine learning (ML) framework that enables users to predict key performance metrics of multilayered electronic devices from simple, intuitive descriptions of their architecture and operating conditions.

Digital forum on atomic layer deposition: Bridging theory and experiment to design a process for silicon carbonitride Webinar Materials Science
  • Nov 18, 2025
Digital forum on atomic layer deposition: Bridging theory and experiment to design a process for silicon carbonitride

Join us as we discuss how effectively theory and experiment are working together to solve the R&D challenges facing high-tech industries.

Documentation

  • Documentation
Complex Bilayer Builder Panel

Build single or multi-component lipid membranes with or without an embedded membrane protein.

  • Documentation
Membrane Analysis Panel

Calculate structural properties for a lipid membrane over the selected frames of a trajectory.

  • Documentation
Membrane Analysis Viewer Panel

View plots of the structural properties of a lipid over the course of a molecular dynamics trajectory, generated using the Membrane Analysis panel.

Tutorials

  • Tutorial
Introduction to Materials Science Maestro Tutorial

An introduction to Materials Science Maestro, covering basic navigation, an intro to building models and several of the key functionalities of the graphical user interface.

  • Tutorial
Disordered System Building and Molecular Dynamics Multistage Workflows

Learn to use the Disordered System Builder and Molecular Dynamics Multistage Workflow panels to build and equilibrate model systems.

  • Tutorial
Introduction to Geometry Optimizations, Functionals and Basis Sets

Perform geometry optimizations on simple organic molecules and learn basics regarding functionals and basis sets.

Training Videos

Getting Going with Materials Science Maestro Video Series Video Materials Science
Getting Going with Materials Science Maestro Video Series

A free video series introducing the basics of using Materials Science Maestro.

Schrödinger’s Materials Science Builder Series: Single Complex Builder Video Materials Science
Schrödinger’s Materials Science Builder Series: Single Complex Builder

The video demonstrates how to use the Single Complex Builder panel within Schrödinger’s Materials Science Suite to build organometallic complexes.

Schrödinger’s Materials Science Builder Series: Enumerate Adsorbates Video Materials Science
Schrödinger’s Materials Science Builder Series: Enumerate Adsorbates

The video demonstrates how to use the Enumerate Adsorbates panel within Schrödinger’s Materials Science Suite to build adsorbate structures for when a gas-phase molecule adsorbs on a solid substrate.

Publications

  • Publication
  • Jan 1, 2026
Insights into electrolyte reactivity at the Li metal surface from density functional theory

Agarwal, et al. Computational Materials Science, 2026, 261, 114278

Case Studies

Advancing sustainable food processing through integrated experimental and molecular simulation approaches Case Study Materials Science
  • Jul 11, 2025
Advancing sustainable food processing through integrated experimental and molecular simulation approaches

Scientists from Schrödinger and UMass carried out comprehensive studies experimentally and computationally to investigate the key properties and extrusion performance of zein-formulated meat alternatives.

Advancing lipid nanoparticle development with structure-based modeling platform and services Case Study Life Science Materials Science
The Future of Food: Molecular Simulations and AI/ML Reshaping Product Development Case Study Materials Science

White Papers

Quick Reference Sheets

  • Quick Reference Sheet
Materials Science Panel Explorer

Get an overview of the Materials Science Panel Explorer panel for filtering for tools of interest.

  • Quick Reference Sheet
Coarse Grained Mapping

Get an overview of the Coarse Grained Mapping panel for mapping all-atom structures to coarse grained models.

  • Quick Reference Sheet
Visualize Restraints

Get an overview of the Visualize Restraints panel for displaying restraints in a cms structure.

Latest insights from Extrapolations blog

How L’Oreal Uses Digital Simulation to Explore Sustainable Product Ingredients Blog
How L’Oreal Uses Digital Simulation to Explore Sustainable Product Ingredients

Most of us could name at least one cosmetic or personal care product that’s essential to looking and feeling our best. Whether it’s a specific kind of soap, a brand of mascara, the right shade of lipstick or the shampoo that works best for our hair, these products have become a critical part of our daily routine.

Uncovering Better Materials for the Spacecraft of Tomorrow
Uncovering Better Materials for the Spacecraft of Tomorrow

When it comes to solving problems for his job, the work done by Dr. Levi Moore actually is rocket science. As a research chemist with the United States Air Force Research Laboratory, he’s tasked with helping to develop new materials that make it easier and safer to launch rockets into space.

Sustainable Food Packaging Designed at the Atomic Level
Sustainable Food Packaging Designed at the Atomic Level

Each year, an estimated 330 million metric tonnes of plastic are produced globally. A significant portion of that plastic becomes waste, clogging landfills, rivers, and the ocean for centuries, damaging ecosystems and negatively impacting human health.

Training & Resources

Online certification courses

Level up your skill set with hands-on, online molecular modeling courses. These self-paced courses cover a range of scientific topics and include access to Schrödinger software and support.

Free learning resources

Learn how to deploy the technology and best practices of Schrödinger software for your project success. Find training resources, tutorials, quick start guides, videos, and more.