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Joao Pedro Braga
Joao Pedro Braga
Professor de Química, UFMG
E-mail confirmado em ufmg.br - Página inicial
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Ano
SVM-KM: speeding SVMs learning with a priori cluster selection and k-means
MB De Almeida, A de Pádua Braga, JP Braga
Proceedings. Vol. 1. Sixth Brazilian Symposium on Neural Networks, 162-167, 2000
1862000
Competition between kinetic models in thermal decomposition: analysis by artificial neural network
RCO Sebastião, JP Braga, MI Yoshida
Thermochimica Acta 412 (1-2), 107-111, 2004
402004
Numerical comparison between Tikhonov regularization and singular value decomposition methods using the L curve criterion
JP Braga
Journal of Mathematical Chemistry 29, 151-161, 2001
362001
Diffusion coefficient distribution from NMR-DOSY experiments using Hopfield neural network
RCO Sebastião, CN Pacheco, JP Braga, D Piló-Veloso
Journal of Magnetic Resonance 182 (1), 22-28, 2006
322006
Rate constants and absorption coefficients from experimental data: An inversion procedure based on recursive neural networks
NHT Lemes, E Borges, JP Braga
Chemometrics and Intelligent Laboratory Systems 96 (1), 84-87, 2009
312009
Artificial neural network applied to solid state thermal decomposition
RCO Sebastião, JP Braga, MI Yoshida
Journal of thermal analysis and calorimetry 74, 811-818, 2003
302003
Solving ill-posed problems faster using fractional-order Hopfield neural network
CA Tavares, TMR Santos, NHT Lemes, JPC dos Santos, JC Ferreira, ...
Journal of Computational and Applied Mathematics 381, 112984, 2021
272021
Nonlinear global inversion of potential energy surfaces from the experimentally determined second virial coefficients
RCO Sebastião, NHT Lemes, LS Virtuoso, JP Braga
Chemical physics letters 378 (3-4), 406-409, 2003
272003
Inversion of simulated positron annihilation lifetime spectrum using a neural network
VC Viterbo, JP Braga, AP Braga, MB de Almeida
Journal of Chemical Information and Computer Sciences 41 (2), 309-313, 2001
272001
Hopfield neural network model for calculating the potential energy function from second virial data
JP Braga, MB de Almeida, AP Braga, JC Belchior
Chemical Physics 260 (3), 347-352, 2000
272000
Spherical potential energy function from second virial coefficient using Tikhonov regularization and truncated singular value decomposition
NHT Lemes, JP Braga, JC Belchior
Chemical physics letters 296 (3-4), 233-238, 1998
271998
Electronic Quenching of N(2D) by N2: Theoretical Predictions, Comparison with Experimental Rate Constants, and Impact on Atmospheric Modeling
BRL Galvão, AJC Varandas, JP Braga, JC Belchior
The Journal of Physical Chemistry Letters 4 (14), 2292-2297, 2013
262013
Retrieval of transverse relaxation time distribution from spin-echo data by recurrent neural network
RCO Sebastião, JP Braga
Journal of Magnetic Resonance 177 (1), 146-151, 2005
262005
A general algorithm to solve linear and nonlinear inverse problems
NHT Lemes, E Borges, JP Braga
Journal of the Brazilian Chemical Society 18, 1342-1347, 2007
252007
Size evolution of structures and energetics of iron clusters (Fen, n≤ 36): Molecular dynamics studies using a Lennard–Jones type potential
M Böyükata, E Borges, JP Braga, JC Belchior
Journal of alloys and compounds 403 (1-2), 349-356, 2005
252005
Unified description of chemical bonding in H2 isotopomers, including Ps2, μ2 and bi-excitons
F Rolim, JP Braga, JR Mohallem
Chemical Physics Letters 332 (1-2), 139-144, 2000
242000
Potential energy function from differential cross‐section data: An inverse quantum scattering theory approach
NHT Lemes, E Borges, RV Sousa, JP Braga
International Journal of Quantum Chemistry 108 (13), 2623-2627, 2008
202008
Físico-química: aspectos moleculares e fenomenológicos
JP Braga
Universidade Federal de Viçosa, 2002
202002
Electronic Quenching in N(2D) + N2 Collisions: A State-Specific Analysis via Surface Hopping Dynamics
BRL Galvão, JP Braga, JC Belchior, AJC Varandas
Journal of Chemical Theory and Computation 10 (5), 1872-1877, 2014
182014
A theoretical study of the non-adiabatic charge transfer process Ar2+ (3 P)+ He (1 S)→ Ar+ (2 P)+ He+ (2 S)
JP Braga, DB Knowles, JN Murrell
Molecular Physics 57 (4), 665-674, 1986
181986
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Artigos 1–20