4.8 Review

Predictive and mechanistic multivariate linear regression models for reaction development

Related references

Note: Only part of the references are listed.
Article Chemistry, Medicinal

Interpretation of Quantitative Structure Activity Relationship Models: Past, Present, and Future

Pavel Polishchuk

JOURNAL OF CHEMICAL INFORMATION AND MODELING (2017)

Article Chemistry, Multidisciplinary

Parametrization of Non-covalent Interactions for Transition State Interrogation Applied to Asymmetric Catalysis

Manuel Orlandi et al.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2017)

Article Chemistry, Multidisciplinary

Mechanistic Investigations of the Pd(0)-Catalyzed Enantioselective 1,1-Diarylation of Benzyl Acrylates

Manuel Orlandi et al.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2017)

Article Chemistry, Multidisciplinary

Inverting Conventional Chemoselectivity in Pd-Catalyzed Amine Arylations with Multiply Halogenated Pyridines

Mitchell H. Keylor et al.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2017)

Article Chemistry, Multidisciplinary

Physical Organic Approach to Persistent, Cyclable, Low-Potential Electrolytes for Flow Battery Applications

Christo S. Sevov et al.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2017)

Review Multidisciplinary Sciences

Exploiting non-covalent π interactions for catalyst design

Andrew J. Neel et al.

NATURE (2017)

Article Chemistry, Multidisciplinary

Metathesis Activity Encoded in the Metallacyclobutane Carbon-13 NMR Chemical Shift Tensors

Christopher P. Gordon et al.

ACS CENTRAL SCIENCE (2017)

Article Chemistry, Multidisciplinary

Orbital Analysis of Carbon-13 Chemical Shift Tensors Reveals Patterns to Distinguish Fischer and Schrock Carbenes

Keishi Yamamoto et al.

ANGEWANDTE CHEMIE-INTERNATIONAL EDITION (2017)

Article Chemistry, Multidisciplinary

13C NMR Spectroscopy of N-Heterocyclic Carbenes Can Selectively Probe σ Donation in Gold(I) Complexes

Demian Marchione et al.

CHEMISTRY-A EUROPEAN JOURNAL (2017)

Article Chemistry, Multidisciplinary

Quantifying and understanding the steric properties of N-heterocyclic carbenes

Adrian Gomez-Suarez et al.

CHEMICAL COMMUNICATIONS (2017)

Review Chemistry, Multidisciplinary

The Development of Multidimensional Analysis Tools for Asymmetric Catalysis and Beyond

Matthew S. Sigman et al.

ACCOUNTS OF CHEMICAL RESEARCH (2016)

Review Chemistry, Multidisciplinary

Prediction of Stereochemistry using Q2MM

Eric Hansen et al.

ACCOUNTS OF CHEMICAL RESEARCH (2016)

Article Chemistry, Multidisciplinary

Elucidating the Link between NMR Chemical Shifts and Electronic Structure in d0 Olefin Metathesis Catalysts

Stephanie Halbert et al.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2016)

Article Chemistry, Multidisciplinary

Palladium-Catalyzed Enantioselective Redox-Relay Heck Arylation of 1,1-Disubstituted Homoallylic Alcohols

Zhi-Min Chen et al.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2016)

Article Chemistry, Multidisciplinary

Developing a Modern Approach To Account for Steric Effects in Hammett-Type Correlations

Celine B. Santiago et al.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2016)

Article Chemistry, Multidisciplinary

Parameterization of phosphine ligands reveals mechanistic pathways and predicts reaction outcomes

Zachary L. Niemeyer et al.

NATURE CHEMISTRY (2016)

Article Chemistry, Inorganic & Nuclear

SambVca 2. A Web Tool for Analyzing Catalytic Pockets with Topographic Steric Maps

Laura Falivene et al.

ORGANOMETALLICS (2016)

Article Chemistry, Multidisciplinary

Chemistry informer libraries: a chemoinformatics enabled approach to evaluate and advance synthetic methods

Peter S. Kutchukian et al.

CHEMICAL SCIENCE (2016)

Article Chemistry, Multidisciplinary

Predicting Electrocatalytic Properties: Modeling Structure-Activity Relationships of Nitroxyl Radicals

David P. Hickey et al.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2015)

Article Chemistry, Multidisciplinary

Enantioselective Dehydrogenative Heck Arylations of Trisubstituted Alkenes with Indoles to Construct Quaternary Stereocenters

Chun Zhang et al.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2015)

Article Chemistry, Multidisciplinary

Quantitatively Analyzing Metathesis Catalyst Activity and Structural Features in Silica-Supported Tungsten Imido-Alkylidene Complexes

Victor Mougel et al.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2015)

Article Chemistry, Organic

Computational predictions of substituted benzyne and indolyne regioselectivities

Elias Picazo et al.

TETRAHEDRON LETTERS (2015)

Article Multidisciplinary Sciences

Nanomole-scale high-throughput chemistry for the synthesis of complex molecules

Alexander Buitrago Santanilla et al.

SCIENCE (2015)

Article Chemistry, Medicinal

Data Set Modelability by QSAR

Alexander Golbraikh et al.

JOURNAL OF CHEMICAL INFORMATION AND MODELING (2014)

Article Chemistry, Medicinal

QSAR Modeling: Where Have You Been? Where Are You Going To?

Artem Cherkasov et al.

JOURNAL OF MEDICINAL CHEMISTRY (2014)

Article Multidisciplinary Sciences

Interrogating selectivity in catalysis using molecular vibrations

Anat Milo et al.

NATURE (2014)

Review Chemistry, Multidisciplinary

Contemporary screening approaches to reaction discovery and development

Karl D. Collins et al.

NATURE CHEMISTRY (2014)

Article Multidisciplinary Sciences

Designer substrate library for quantitative, predictive modeling of reaction performance

Elizabeth N. Bess et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2014)

Article Chemistry, Multidisciplinary

Catalyst-Controlled Aliphatic C-H Oxidations with a Predictive Model for Site-Selectivity

Paul E. Gormisky et al.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2013)

Article Chemistry, Multidisciplinary

Multidimensional steric parameters in the analysis of asymmetric catalytic reactions

Kaid C. Harper et al.

NATURE CHEMISTRY (2012)

Article Multidisciplinary Sciences

Predicting and optimizing asymmetric catalyst performance using the principles of experimental design and steric parameters

Kaid C. Harper et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2011)

Review Chemistry, Physical

Chemical shift tensors: Theory and application to molecular structural problems

Julio C. Facelli

PROGRESS IN NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY (2011)

Article Multidisciplinary Sciences

A Simple, Multidimensional Approach to High-Throughput Discovery of Catalytic Reactions

Daniel W. Robbins et al.

SCIENCE (2011)

Review Chemistry, Multidisciplinary

Predictive modeling in homogeneous catalysis: a tutorial

Ana G. Maldonado et al.

CHEMICAL SOCIETY REVIEWS (2010)

Article Automation & Control Systems

Factorial Design for Efficient Experimentation GENERATING INFORMATIVE DATA FOR SYSTEM IDENTIFICATION

James C. Spall

IEEE CONTROL SYSTEMS MAGAZINE (2010)

Article Automation & Control Systems

Evaluation of model predictive ability by external validation techniques

Viviana Consonni et al.

JOURNAL OF CHEMOMETRICS (2010)

Article Automation & Control Systems

Is your QSAR/QSPR descriptor real or trash?

Rudolf Kiralj et al.

JOURNAL OF CHEMOMETRICS (2010)

Article Multidisciplinary Sciences

Attractive noncovalent interactions in asymmetric catalysis: Links between enzymes and small molecule catalysts

Robert R. Knowles et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2010)

Review Chemistry, Physical

Chemical shift tensor - The heart of NMR: Insights into biological aspects of proteins

Hazime Saito et al.

PROGRESS IN NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY (2010)

Article Chemistry, Multidisciplinary

Is Enantioselectivity Predictable in Asymmetric Catalysis?

John M. Brown et al.

ANGEWANDTE CHEMIE-INTERNATIONAL EDITION (2009)

Article Chemistry, Inorganic & Nuclear

SambVca: A Web Application for the Calculation of the Buried Volume of N-Heterocyclic Carbene Ligands

Albert Poater et al.

EUROPEAN JOURNAL OF INORGANIC CHEMISTRY (2009)

Article Chemistry, Multidisciplinary

Prediction of Enantioselectivity in Rhodium Catalyzed Hydrogenations

Patrick J. Donoghue et al.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2009)

Article Multidisciplinary Sciences

Total synthesis of eudesmane terpenes by site-selective C-H oxidations

Ke Chen et al.

NATURE (2009)

Article Chemistry, Multidisciplinary

Substituent effects in the benzene dimer are due to direct interactions of the substituents with the unsubstituted benzene

Steven E. Wheeler et al.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2008)

Article Multidisciplinary Sciences

Computational prediction of small-molecule catalysts

K. N. Houk et al.

NATURE (2008)

Article Chemistry, Inorganic & Nuclear

Computational descriptors for chelating P,P- and P,N-donor ligands

Natalie Fey et al.

ORGANOMETALLICS (2008)

Article Mathematical & Computational Biology

Purposeful selection of variables in logistic regression

Zoran Bursac et al.

SOURCE CODE FOR BIOLOGY AND MEDICINE (2008)

Review Chemistry, Medicinal

Principles of QSAR models validation: internal and external

Paola Gramatica

QSAR & COMBINATORIAL SCIENCE (2007)

Review Chemistry, Multidisciplinary

Quantitative structure-activity relationships of ruthenium catalysts for olefin metathesis

Giovanni Occhipinti et al.

JOURNAL OF THE AMERICAN CHEMICAL SOCIETY (2006)

Article Chemistry, Applied

Design and assembly of virtual homogeneous catalyst libraries -: Towards in silico catalyst optimisation

JA Hageman et al.

ADVANCED SYNTHESIS & CATALYSIS (2006)

Article Chemistry, Multidisciplinary

The problem of overfitting

DM Hawkins

JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES (2004)

Article Chemistry, Applied

Combinatorial explosion in homogeneous catalysis: Screening 60,000 cross-coupling reactions

E Burello et al.

ADVANCED SYNTHESIS & CATALYSIS (2004)

Article Chemistry, Applied

An integrated approach combining reaction engineering and design of experiments for optimizing reactions

DM Roberge

ORGANIC PROCESS RESEARCH & DEVELOPMENT (2004)

Article Chemistry, Physical

Substituent effects on the electronic structure and pKa of benzoic acid

CA Hollingsworth et al.

INTERNATIONAL JOURNAL OF QUANTUM CHEMISTRY (2002)

Article Chemistry, Physical

Comparison of different atomic charge schemes for predicting pKa variations in substituted anilines and phenols

KC Gross et al.

INTERNATIONAL JOURNAL OF QUANTUM CHEMISTRY (2002)

Review Computer Science, Interdisciplinary Applications

Logistic regression and artificial neural network classification models: a methodology review

S Dreiseitl et al.

JOURNAL OF BIOMEDICAL INFORMATICS (2002)

Article Biochemical Research Methods

Beware of q(2)!

A Golbraikh et al.

JOURNAL OF MOLECULAR GRAPHICS & MODELLING (2002)

Article Computer Science, Artificial Intelligence

Random forests

L Breiman

MACHINE LEARNING (2001)

Article Health Care Sciences & Services

Internal validation of predictive models: Efficiency of some procedures for logistic regression analysis

EW Steyerberg et al.

JOURNAL OF CLINICAL EPIDEMIOLOGY (2001)

Review Chemistry, Multidisciplinary

Ligand bite angle effects in metal-catalyzed C-C bond formation

PWNM van Leeuwen et al.

CHEMICAL REVIEWS (2000)