«Tuve el grato honor de trabajar con Carlos durante algunos meses; fue mi jefe y me supervisó directamente dentro del equipo de data science. Carlos me ayudó a crecer tanto en lo profesional como en lo personal. Lo recomiendo para cualquier equipo de data science, ML, IA o analítica avanzada.»
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Actividad
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📢 No lo olvides: mañana es nuestro brunch sobre cómo transformar #IA y #datos en impacto real. Invertir en tecnología no basta: el reto es…
📢 No lo olvides: mañana es nuestro brunch sobre cómo transformar #IA y #datos en impacto real. Invertir en tecnología no basta: el reto es…
Recomendado por Carlos A. Giménez
Experiencia y educación
Licencias y certificaciones
Experiencia de voluntariado
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Founder
ODESLA
- actualidad 5 años 11 meses
Ciencia y tecnología
ODESLA es una comunidad que busca humanizar y democratizar la divulgación de conocimientos de la Ciencia de Datos en Latinoamérica.
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Founding member of "Cuatro Torres" chess club in Corrientes Argentina.
Corrientes, Argentina
- 1 año 4 meses
Arte y cultura
Publicaciones
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Influence of the nuclear charge distribution and electron correlation effects on magnetic shieldings and spin-rotation tensors of linear molecules
Royal Society of Chemistry Advances
The nuclear charge distribution effects (NChDE) on two response properties, the NMR magnetic shielding (σ) and the nuclear spin-rotation (SR) constants (M), are analyzed. We do it employing point-like and Gaussian-like models for describing the nuclear charge density of three linear molecules: HBr, HI and HAt. According to our results, both properties are sensitive to the NChDE. We show that the NChDE are almost completely relativistic, i.e., they nearly vanish in the non-relativistic limit of…
The nuclear charge distribution effects (NChDE) on two response properties, the NMR magnetic shielding (σ) and the nuclear spin-rotation (SR) constants (M), are analyzed. We do it employing point-like and Gaussian-like models for describing the nuclear charge density of three linear molecules: HBr, HI and HAt. According to our results, both properties are sensitive to the NChDE. We show that the NChDE are almost completely relativistic, i.e., they nearly vanish in the non-relativistic limit of both properties. We calculated the NChDE on σ and M, and analyzed the differences between them in of a relativistic relation between these two properties. Using that relation we found that the electronic core mechanisms are the main ones for the NChDE on the shielding of nuclei of both, molecules and free atoms. The NChDE are smaller on SR constants than on shieldings. Nevertheless, within the relativistic polarization propagator formalism at the RPA level of approach they are very important for SR constants of nuclei in heavy-atom-containing compounds. Astatine in HAt has the largest influence: MAt = −9.95 kHz for a point-like model and −50.10 kHz for a Gaussian-like model. Correlation effects must be included and we do it using different DFT schemes. The PBE0 functional gives results that are closest to experiments for Br and I, though the LDA gives the closest for hydrogen. The value of the SR constant of At is reduced among 350 kHz and 500 kHz from its RPA value, when different and usual functionals are applied. Given that the NChDE on M and σ are mostly relativistic in their origin, these effects are also dependent on electron correlation. They have also a nonvanishing dependence with the Gaunt electron–electron interactions.
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Breit corrections to individual atomic and molecular orbital energies
The Journal Chemical Physics
Several issues concerning Breit correction to electron-electron interaction in many-electron systems, which are important in precise atomic and molecular calculations, are presented. At first, perturbative versus self-consistent calculations of Breit correction were studied in selected cases. Second, the Z-dependence of Breit contribution per subshell is shown, based on values calculated for selected atoms with 30 ≤ Z ≤ 118. Third, the relations between magnetic and retardation parts of Breit…
Several issues concerning Breit correction to electron-electron interaction in many-electron systems, which are important in precise atomic and molecular calculations, are presented. At first, perturbative versus self-consistent calculations of Breit correction were studied in selected cases. Second, the Z-dependence of Breit contribution per subshell is shown, based on values calculated for selected atoms with 30 ≤ Z ≤ 118. Third, the relations between magnetic and retardation parts of Breit interaction are analyzed. Finally, Gaunt contribution calculated for Kr, Xe, and Rn noble gas atoms and its iso-electronic HBr, HI, and HAt diatomic molecules has been compared to full-Breit atomic calculations. We found that Breit corrections should be treated by self-consistent calculations and that there is a functional dependence of those corrections for subshells as εBreitnl(Z)≃a×Zb
. We also found that molecular Gaunt corrections are close to their atomic counterparts for inner electrons though they are not for outer orbitals. In any case, accurate calculations must include retardation correction in addition to Gaunt.
Otros autoresVer publicación -
Quantum electrodynamics effects on NMR magnetic shielding constants of He-like and Be-like atomic systems
Physical Review A
NMR shielding constants for He- and Be-like atomic systems of Ne, Ar, Kr, Xe, and Rn have been calculated at the random-phase-approximation level of approach, including an estimation of QED corrections within the polarization propagator formalism. We show that QED effects enhance electron correlation when Z becomes heavier, which happens with relativistic effects, and also that QED effects become smaller when going from more to less ionized systems. We studied two- and four-electron systems…
NMR shielding constants for He- and Be-like atomic systems of Ne, Ar, Kr, Xe, and Rn have been calculated at the random-phase-approximation level of approach, including an estimation of QED corrections within the polarization propagator formalism. We show that QED effects enhance electron correlation when Z becomes heavier, which happens with relativistic effects, and also that QED effects become smaller when going from more to less ionized systems. We studied two- and four-electron systems. Then such studies could easily be generalized to other many-electron systems. Results of calculations with our relatively simple model, which includes QED and electron correlation effects on the same theoretical grounds, have a summarized error in the range from 10% (for Ne) up to 24% (for Rn), so that our accuracy is a little lower than for calculations on H-like systems. Our findings should stimulate the development and/or the application of more rigorous formalisms to get more accurate QED corrections to response properties in many-electron systems.
Otros autoresVer publicación -
Relativistic and electron correlation effects on NMR J-coupling of Sn and Pb containing molecules
Theoretical Chemistry
We studied the influence of relativistic and electron correlation effects on NMR J-couplings in the following set of heavy-atom containing molecules: XY 4 and H 3 XXH 3 (X = Sn, Pb; Y = H, F, Cl, Br, I). We applied two formalisms, the relativistic polarization propagator approach at random phase level of approach (RelPPA-RPA) and density functional theory (DFT) with four-component functionals as implemented in the DIRAC code. We have chosen four functionals that have different amount of HF…
We studied the influence of relativistic and electron correlation effects on NMR J-couplings in the following set of heavy-atom containing molecules: XY 4 and H 3 XXH 3 (X = Sn, Pb; Y = H, F, Cl, Br, I). We applied two formalisms, the relativistic polarization propagator approach at random phase level of approach (RelPPA-RPA) and density functional theory (DFT) with four-component functionals as implemented in the DIRAC code. We have chosen four functionals that have different amount of HF exchange (PBE0, B3LYP, BLYP, BP86). For those molecular systems, results of calculations with B3LYP functional have the best performance as compared with available experimental data. As was previously found for magnetic shieldings in other molecular systems we are able to show here that DFT functionals must be modified in order to obtain reliable results of NMR J-coupling within the relativistic regime. We can state: first, there is a non-linear dependence among both, electron correlation and relativistic effects that should be introduced in the functionals; second, the functionals implemented in the DIRAC code are standard nonrelativistic ones which were parameterized with data taken from light-containing molecules. This can explain why they are not able to properly introduce relativistic effects on NMR parameters. Lastly we show that in the analysis of J-couplings for the family of compounds mentioned above, one must consider the effects of a third heavy-atom that is close to the J-coupled atoms of the same molecule, specially for J(Sn/Pb-Y). This kind of effect is similar to the newest and so called heavy-atom effect on vicinal heavy atoms, HAVHA proposed for the NMR-shielding constant. Such effects are among the most important relativistic effects in the family of compounds studied in this work.
Otros autores -
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Nuclear charge-distribution effects on the NMR spectroscopy parameters
Journal Chemical Physics
We present here a systematic study about the influence of the size and type of nuclear charge-distribution models (Gaussian and point-like) on the NMR spectroscopic parameters, the nuclear magnetic shielding σ and the indirect nuclear spin J-coupling. We found that relativistic effects largely enhance the nuclear charge-distribution effects (NChDE) on those parameters being them quite sensitive to the nuclear model adopted for calculations. Results for two rare gas atoms (Kr, Rn) and few…
We present here a systematic study about the influence of the size and type of nuclear charge-distribution models (Gaussian and point-like) on the NMR spectroscopic parameters, the nuclear magnetic shielding σ and the indirect nuclear spin J-coupling. We found that relativistic effects largely enhance the nuclear charge-distribution effects (NChDE) on those parameters being them quite sensitive to the nuclear model adopted for calculations. Results for two rare gas atoms (Kr, Rn) and few molecular systems like HX, (X = Br, I, At), CH4, SnH4, SnIH3, SnI2H2, and PbIH3 are presented. J-couplings are more sensitive than shieldings in both, relativistic and non-relativistic (NR) regimes. The highest effect (close to 11% of variation in relativistic calculations with that two different nuclear models) is observed for J(Pb–I) in PbIH3. A similar effect is found for J(Pb–H) in the same molecule, close to 9%. The NChDE for σ(Sn) in SnI4−nHn with n = 1, 2 is as large as few ppm (between 3 and 8.56 ppm). For J(Sn–H) in this set of molecules, it goes from 37 Hz for SnH4 to 54 Hz for SnI2H2. Furthermore, we found that the vicinal NChDE is very small though not zero. For 1J(Sn–H) in SnIH3, the NChDE of iodine is close to 2 Hz (0.1%). We also studied the NChDE on the ground state electronic energies of atoms and molecules. We found that these effects are only important within the relativistic regime but not within the NR one. They are in good agreement with previous works.
© 2012 American Institute of PhysicsOtros autores -
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NMR espectroscopic parameters of HX and Si (Sn)X4 (X = H, F, Cl, Br and I) and SnBr4−nIn model compounds
Chemical Physics
The NMR spectroscopic parameters are largely influenced by relativistic effects. They are highly dependent on the electronic behavior inside the spatial regions occupied by nuclei.
Full relativistic calculations of indirect nuclear spin–spin couplings at random phase level of approach (RPA) in the title compounds with reoptimized Dyall cVTZ basis sets are given. A comparison with the results of calculations with other basis sets that are mostly used within the non-relativistic (NR)…The NMR spectroscopic parameters are largely influenced by relativistic effects. They are highly dependent on the electronic behavior inside the spatial regions occupied by nuclei.
Full relativistic calculations of indirect nuclear spin–spin couplings at random phase level of approach (RPA) in the title compounds with reoptimized Dyall cVTZ basis sets are given. A comparison with the results of calculations with other basis sets that are mostly used within the non-relativistic (NR) domain is presented. We analyzed the dependence of that couplings with the speed of light over the whole range of values, from the full relativistic to the NR regimes. Within this last regime, calculations at the second-order level of approach (SOPPA) indicated that electron correlation effects may not be as important for nuclear magnetic shieldings, but they must be included with care for J-coupling calculations. From these calculations, we determined that relativity enlarges the electron correlation effects of the J-couplings of HBr and HI.
Because the results of nuclear magnetic shielding calculations within polarization propagators at the RPA level were reliable, we were able to show a new and easy procedure to obtain absolute nuclear magnetic shieldings on reference compounds for both Si and Sn nuclei: σ[Si (CH3)4] = 421.28 ± 29.33 ppm and σ[Sn (CH3)4] = 3814.96 ± 79.12 ppm. They were obtained from experimental chemical shifts and accurate nuclear magnetic shielding calculations on different molecular systems.Otros autores -
Cursos
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Fundamentals of Quantum Electrodynamics
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Fundamentals of Quantum Electrodynamics and Applications to Atomic Sistems
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Green Functions of Quantum Systems
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Modelado y Simulación en Física
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Molecular Electronic Structure Theory
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Métodos Espectroscópicos Aplicados a Determinación de Estructuras Moleculares
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Relativistic Effects on Magnetic Properties Molecular
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Relativistic Quantum Chemistry and Molecular Physics
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Proyectos
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OpenMind - Deep Learning Code
- actualidad
OpenMind is an open source software code for numerical computation of Deep Learning calculations. At this moment, work fine with Windows and Linux.
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Algorithm for Optimal Investment Strategy
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Algorithm for optimal investment strategies based on clients behavior and KPIs of network.
The main role of our team was design, develop and run the algorithm for reach the value for the company.
The code was develop in Python, R, Spark and SQL languages and running in Hadoop platform.
It´s a big scale project of Data Science.Otros creadores
Reconocimientos y premios
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CONICET Post Doctoral Fellowship
Relativistic Quantum Mechanics
Development of theoretical and computational tools for the study of magnetic
effects in nanoscopic systems with heavy atoms -
CONICET Doctoral Fellowship - Kind II
Quantum Electrodynamics
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CONICET Doctoral Fellowship - Kind I
Quantum Electrodynamics
Idiomas
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English
Competencia básica profesional
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Spanish
Competencia bilingüe o nativa
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