SBGridTV
a pipeline for particle detection in cryo-electron microscopy images using convolutional neural networks trained from positive and unlabeled examples. Topaz includes methods for micrograph denoising using deep denoising models.
a series of software tools for docking flexible ligands into receptors with selective flexibility, comprising: 1) AutoDockFR: a docking engine using the AutoDock4 forcefield; 2) AutoGridFR: a graphical user interface for setting up docking boxes; 3) AutoSite: a ligand binding site detection and characterization program.
a neural network based algorithm for heterogeneous cryo-EM reconstruction. In particular, the method models a continuous distribution over 3D structures by using a neural network based representation for the volume.
a software system containing crystallographic structure refinement using Bayesian statistical methods (BUSTER), ligand fitting (rhofit) and a fully automated pipeline (Pipedream) to drive a structure based fragment/ligand screening pathway.
combines third-party processing programs with new tools for automated data processing of single-sweep, multi-sweep and multi-crystal X-ray diffraction data.
(Crystallographic Object-Oriented Toolkit) supports model building and real space refinement. This application interfaces with refmac, Phenix, and several other applications. Coot was recognized as the best structural biology application in 2008 by SBGrid.
a next-generation molecular visualization program, following UCSF Chimera. Compared to Chimera, ChimeraX has improved graphics (e.g. interactive ambient shadows); faster handling of large structures (millions of atoms); and a more modern, single-window user interface. ChimeraX will have documented programming interfaces and an easy-to-use “Tool Shed” web repository of extensions.
a suite of programs that allows users to carry out molecular dynamics simulations, particularly on biomolecules. The suite can be used to carry out complete (non-periodic) molecular dynamics simulations (using NAB) with either explicit water or generalized Born solvent models. The independently developed packages work well by themselves, and with Amber itself.
(Hypergeometric Optimization of Motif EnRichment) a suite of sequencing analysis and sequence motif discovery tools.
a program for analysis of SAXS data that enables creation of 1D scattering profiles from 2D detector images, standard data operations such as averaging and subtraction, analysis of radius of gyration (Rg) and molecular weight, and advanced processing using GNOM, DAMMIF, and AMBIMETER. It also allows easy processing of inline SEC-SAXS data.
ligand binding site prediction from protein sequence and structure.
a GUI (graphical user interface) for XDS designed to help both novice and experienced users; it enables XDS data processing without the command line and supplies additional graphical information in a simple, user-modifiable and user-extensible way. It graphically displays the ASCII and cbf files that XDS writes and can run useful shell commands with a simple mouse click.
a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems.
a versatile package that performs molecular dynamics of proteins, lipids and nucleic acids.
a tool to predict protein structure, function, and mutations using evolutionary sequence covariation.
a neural network for the automatic identification of oligonucleotides and protein secondary structure in cryo‐EM maps.
an open source software library for high performance numerical computation. Its flexible architecture allows easy deployment of computation across a variety of platforms (CPUs, GPUs, TPUs), and from desktops to clusters of servers to mobile and edge devices. Originally developed by researchers and engineers from the Google Brain team within Google’s AI organization, it comes with strong support for machine learning and deep learning, and the flexible numerical computation core is used across many other scientific domains.
is a new version of Sparky renamed because NMRFAM, through the generous allowance of Tom Ferrin and Tom Goddard of UCSF, has taken over the original Sparky for continuous development to support advances in the biomolecular NMR field.
(Diffraction Integration for Advanced Light Sources) a software project for the analysis of crystallographic diffraction images for many new methods from shutterless, fine-sliced rotation scans to randomly-oriented snapshots of serial crystallography. It uses multiple CPU and GPU machines to increase speed and accuracy based on a comprehensive physical model.
