Consensus Modeling

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Overview

Here are just a few of the thousands of companies and institutions who use our software and databases:

  • 3M
  • Abbott Laboratories
  • Agfa-Gevaert
  • Airbus S.A.S.
  • Akzo Nobel
  • Alstom
  • Arcelor Mittal
  • ATF (U.S. Bureau of Alcohol, Tobacco and Firearms)
  • Avon Products, Inc.
  • AstraZeneca
  • Baker Hughes Incorporated (Baker Petrolite)
  • Banque de France
  • Battelle Memorial Institute
  • Baxter Healthcare
  • Bayer AG
  • Boeing
  • Boehringer Ingelheim
  • Borealis AB
  • BP (British Petroleum)
  • Bristol-Myers Squibb
  • California Institute of Technology
  • CEA (Commissariat à l'énergie atomique)
  • Ciba SC
  • Clariant
  • CNES (Centre National d' Etudes Spatiales)
  • CNRS (Centre National de Recherche Scientifique)
  • Columbia University
  • Condat
  • Cornell University
  • Danisco A/S
  • Dartmouth College
  • DSTL (Defence Science and Technology Laboratory)
  • Degussa GmbH
  • Delphi Corporation
  • Department of National Defense Canada
  • Deutsche BP
  • Dial Corporation
  • DSM
  • Duke University
  • Dupont
  • Durapipe UK
  • EADS Astrium
  • Eastman Chemical Company
  • École des Mines de Paris
  • Eli Lilly & Company
  • Eisai
  • Ethicon
  • Eurocopter
  • Exxon Mobil Corporation
  • FBI (U.S. Federal Bureau of Investigation)
  • FDA (U.S. Food & Drug Administration)
  • Forensic Science Service Ltd.
  • F.Hoffmann-La Roche Ltd
  • Georgetown University
  • General Electric
  • GlaxoSmithKline
  • Goodyear Tire & Rubber Company
  • Harvard University
  • Henkel KGaA
  • Hewlett Packard
  • Honeywell International Inc
  • IBM (International Business Machines Corporation)
  • Imperial College London
  • INPS (Institut National de Police Scientifique)
  • Intel Corporation
  • Intertek Group
  • IPSEN
  • IRCG (Institut de Recherche Criminelle de Gendarmerie)
  • Johnson & Johnson
  • Kodak
  • Kraft Foods Inc.
  • Laboratoire des Douanes
  • Laboratoiries Pierre Fabre
  • Laboratory of the Government Chemist UK
  • Lawrence Livermore National Laboratory
  • L'OREAL
  • Los Alamos National Laboratory
  • Merck & Co., Inc.
  • Michelin Group
  • Millennium Chemicals
  • Massachusetts Institute of Technology
  • Motorola, Inc.
  • National Aeronautics and Space Administration (NASA)
  • National Institute of Health (NIH)
  • National Research Council of Canada
  • Nestle
  • Novartis Pharmaceuticals
  • Novo Nordisk A/S
  • Pfizer Inc
  • Philips
  • Phillip Morris
  • Princeton University
  • Procter & Gamble
  • Reading Scientific Services Ltd.
  • Reckitt Benckiser
  • Renault
  • RCMP (Royal Canadian Mounted Police)
  • R.J. Reynolds Tobacco Company
  • Saint-Gobain
  • Sandia National Laboratories
  • Sanofi Pasteur
  • Schering-Plough
  • SC Johnson
  • Shell Chemicals Limited
  • Sherwin-Williams Company
  • Siemens AG
  • Snecma
  • Solvay S.A.
  • Sonoco
  • Sony Corporation
  • Stanford University
  • Sun Chemical Corporation
  • Takeda Pharmaceutical
  • Total S.A.
  • Unilever
  • Uniqema (part of the Croda Group)
  • United States Air Force
  • United States Army
  • United States Customs Service
  • University of California
  • University of Pennsylvania
  • Valeo
  • Volkswagen
  • WL Gore & Associates
  • Wyeth
  • Yale University

Bio‑Rad Spectroscopy Software & Database Catalog

Bio‑Rad is a world leader in spectral data and software. The catalog below provides an entire overview of their spectral database collections of IR, Raman, NIR, NMR, MS, UV-Vis spectra and their award–winning KnowItAll software for database building, management, search, analysis, prediction, chemometics, structure drawing, and reporting.

Name of Catalog Language
Databases & Software for Spectroscopy English
Bases de Données et Logiciels de Spectroscopie Français
Datenbanken und Software für Spektroskopie Deutsch
Bases de Dados & Software para Espectroscopia Português
Bases de Datos & Software para Espectroscopia Español
Basi di Dati e Software per la Spettroscopia Italiano
Databases & Software for Spectroscopy Chinese
Databases & Software for Spectroscopy Japanese
Databases & Software for Spectroscopy Russian
Consensus Modeling with ValidateIt - Achieve Better Prediction by Combining Models

In drug discovery and other applications, there are many types of property prediction models. By definition all models are simulations of reality. Any single model used for prediction therefore will never be completely accurate.

With Bio‑Rad's KnowItAll Informatics System, multiple predictive models can be combined as a single consensus model to achieve the most accurate predictions. The system can be trained for optimal results in a current project and later retrained for other projects. As a result, the researcher can produce results that are superior to any single model.

Related Demo Movies
How to Create a Consensus Model for Continuous Variables
How to Create a Consensus Model for Boolean Variables

*Available as part of certain KnowItAll software packages.