"Effective core potentials" are pseudopotentials that are used to treat the effects of core electrons; Pseudopotentials are a type of "effective potential", but effective potentials don't have to be pseudo (e.g. if we're just adding five non-psuedo potentials together to give us one combined "effective" potential). PySCF has different ...The present manuscript discusses the two branches of e ective core potential (ECP) approaches, i.e., the model potential (MP) and the pseudopotential (PP) tech-niques. The main focus is on those ECP schemes which proved to be successful in atomic and molecular relativistic electronic structure calculations during the pastSadlej's electric polarization method of Gaussian basis functions was applied to the double-zeta effective core potential basis sets of Stevens, Basch, Krauss, Jasien and Cundari to generate a new augmented polarized valence double-zeta set, named as pSBKJC, which is appropriate for the calculation of dynamic polarizabilities and Raman intensities. The pSBKJC basis set was developed for the ...A generalization of the shape‐consistent Relativistic Effective Core Potential (RECP) method is developed for the case of pseudospinors that may have nodes. Both valence and outermost core pseudospinors are included in the Generalized RECP generation procedure.The ECP method dates back to 1960, when Phillips and Kleinman suggested an approximation scheme for discarding core orbitals in band calculations [1]. They replaced the full Fock-operator with the following operator: $$\hat F \to \hat F + \sum\limits_C {\left( {{ \in _v} - { \in _c}} \right)} \left| c \right. > < \left. c \right|$$ where ∈ v is a valence orbital …In order to extend neural network electronic structure cal-culations to larger systems, the computation complexity has to be reduced and one helpful approach is the so-called effective core potential (ECP) method (also known as pseudopotential). See Ref. [21] for a review. Electrons in each system can be divided into core electrons and valence ...Relativistic compact effective potentials (RCEP), which replace the atomic core electrons in molecular calculations, have been derived from numerical Dirac-Fock atomic wavefunctions using shape-consistent valence pseudo-orbitals and an optimizing procedure based on an energy-overlap functional. Potentials are presented for the third-, fourth-, and fifth-row atoms of the Periodic Table ...The M08-SO was used with the basis set aug-cc-pVDZ-PP and an effective core potential (ECP) to determine the more stable structure of small gold clusters, Au n (2≤n ≤ 6). The averaged relativistic effective potential and spin-orbit operator for gold atoms are included in the effective core potential used . The populational analysis was also ...It is shown that the use of relativistic effective core potential (RECP) for heavy atoms removes the need for the empirical scaling used previously. BEB cross-sections of Ar, Kr, Xe, Cl, Br, I ...Results of extensive all-electron and effective core potential (ECP) ab initio calculations on the ground state properties of ArH +, KrH + and XeH + are reported. It is demonstrated that, for the equilibrium distance and harmonic frequency, the ECPs combined with a hydrogen basis set of sufficient size and flexibility lead to an accuracy quite similar to the most sophisticated all-electron ... Our method involves a hybrid of the Stuttgart semiempirical effective core potential and the compact effective potential (CEP) potential, and it uses a newly optimized polarized valence triple-ξ basis set. This work integrates a powerful neural-network based model (FermiNet) with the effective core potential method, which helps to reduce the complexity of the problem by replacing inner core electrons with additional semi-local potential terms in Hamiltonian. Deep learning techniques have opened a new venue for electronic structure theory in recent years. In contrast to traditional methods, deep ...Very recently, we introduced a set of correlation consistent effective core potentials (ccECPs) constructed within full many-body approaches. By employing significantly more accurate correlated approaches, we were able to reach a new level of accuracy for the resulting effective core Hamiltonians. We also strived for simplicity of …Effective core potentials, Potential energy surfaces, Molecular geometry, Atomic and molecular spectra, Atomic properties, Oxides, Chemical elements, Chemical compounds, Many body problems, Density-matrix. I. INTRODUCTION. In recent decades, many-body electronic structure methods have enjoyed steady progression in accuracy and efficiency; this ...We construct correlation-consistent effective core potentials (ccECPs) for a selected set of heavy atoms and f elements that are currently of significant interest in materials and chemical applications, including Y, Zr, Nb, Rh, Ta, Re, Pt, Gd, and Tb. As is customary, ccECPs consist of spin–orbit (SO) averaged relativistic effective potential …Effective core potential integral and gradient evaluations are accelerated via implementation on graphical processing units (GPUs). Two simple formulas are proposed to estimate the upper bounds of the integrals, and these are used for screening. A sorting strategy is designed to balance the workload between GPU threads properly.The idea of effective core potentials (ECPs) is based on the chemically intuitive restriction of the explicit calculations to the chemical important valence electrons, while the essentially inert atomic cores, i.e., the nucleus and the electrons in the inner shells, are replaced by a suitable parametrized (relatively simple) one-electron operator acting on the remaining valence electrons, i.e ...AB - Density functional theory (DFT) calculations using relativistic effective core potentials (RECPs) have emerged as a robust and fast method of calculating the structural parameters and energy changes of the thermochemical reactions of actinide complexes. A comparative investigation of the performance of the Stuttgart small-core and large ...The effective core potential and model potential methods were used in post-SCF calculations on HC1, HBr, Cl 2, and Br 2 in order to gain insight into the effect of insufficient representation of inner nodes in the valence orbitals of the approximate methods. The results show that while the correlation energy may be slightly overestimated (by 1-7%), both the electric moment functions and the ...Functional Theory Methods and Effective Core Potential: Prediction of Heats of Formation and Ionization Potentials for First Row Transition Metal Complexes Yue Yang, Michael N. Weaver and Kenneth M. Merz. Jr.* Quantum Theory Project Department of Chemistry University of Florida Gainesville, FL e-mail: [email protected] agreement between the calculated and experimental geometries was obtained. Although the size of the effective core potential (ECF) basis sets is about half or less than those of the non-ECP basis sets, 6-31G(p) and 6-311G(d,p), the obtained average errors and scale factors were comparable to those obtained using the non-ECP basis sets.By integrating effective core potentials with Ferminet, this work has achieved multiple excited state calculations with a precision comparable to experimental results, marking a significant advancement in practical applications and setting a new standard for theoretical excited state calculations. The essence of atomic structure …However, in your ECP calculation, the core electrons of lithium are not described explicitly. So the energy zero point is the state where a $\ce{Li+}$ cation, a $\ce{H+}$, and two electrons are infinitely far away from each other. This is of course a considerably lower reference energy than the all-electron case, because the two core …In DIRAC, the effective core potential (ECP) method is implemented and various subsequent correlation methods are available within the two-component or one-component effective Hamiltonian. From the inclusion (exclusion) of spin-orbit potential parameters in the input file, molecular spinors (orbitals) are obtained and this is the starting point ... Physical Review Link Manager The application of the frozen-core approximation (FCA) and effective core potentials (ECPs) within symmetry-adapted perturbation theory (SAPT) has been investigated and implemented. Unlike in the case of conventional electronic-structure theories, the development of a frozen-core version of SAPT is not straightforward.In the effective core potential (ECP) approximation, 24–27 a fraction of chemically inert core electrons is replaced by the pseudopotential constructed to reproduce atomic Hartree-Fock or Dirac-Hartree-Fock results. This approach has enabled quantum chemical calculations to be carried out on molecules containing heavy atoms with highly …Effective core potentials have been generated for Ti and Ni using atomic density functional theory (DFT) wave functions within the local density approximation. We find that these effective potentials give good agreement between all-electron and valence-electron calculations in TiF{sub 4} and Ni(CO){sub 4} for both the local-density (S-VWN) …Jan 1, 1994 · The ground state geometries of small anionic Ag − n (n=2–9) clusters were determined in the framework of the Hartree–Fock procedure employing a relativistic effective core potential (RECP) accounting for core–valence correlation (CVC) effects. An ab initio configuration interaction (CI) study including the spin-orbit interaction is carried out for numerous valence and Rydberg states of the AsH radical by employing a relativistic effective core potential for the arsenic atom.Potential energy curves for the ground 1 Σ + g state of Xe 2, the first four states of the Xe + 2 ions, and the eight Xe* 2 excimer states corresponding to the addition of a 6sσ g Rydberg electron to these ion cores have been computed using averaged relativistic effective core potentials (AREP) and the self‐consistent field approximation for the …Effective core potential DFT calculations of nuclear shielding as a tool for the prediction and assignment of the tungsten chemical shift in mono- and polynuclear complexes Alessandro Bagno), Marcella Bonchio Centro CNR Meccanismi Reazioni Organiche, Dipartimento di Chimica Organica, Uni˝ersita di Pado` ˝a, ˝ia Marzolo 1,An effective core potential system has been developed for heavy atoms in which relativistic effects are included in the effective potentials (EP). The EP's are based on numerical Dirac-Hartree-Fock … Expand. 204. Save. Relativistic effects in ab initio effective core potentials for molecular calculations. Applications to the uranium atomAccordingly, we present in this paper a report on the capability of various ab initio effective core potential calculations in reproducing the coordination polyhedron geometries of lanthanide complexes. Starting with all combinations of HF, B3LYP and MP2(Full) with STO-3G, 3-21G, 6-31G, 6-31G* and 6-31+G basis sets for [Eu(H2O)9]3+ and closing ...We introduce new correlation consistent effective core potentials (ccECPs) for the elements I, Te, Bi, Ag, Au, Pd, Ir, Mo, and W with $4d$, $5d$, $6s$ and $6p$ valence spaces. These ccECPs are given as a sum of spin-orbit averaged relativistic effective potential (AREP) and effective spin-orbit (SO) terms. The construction involves several steps with increasing refinements from more simple to ...An effective core potential system has been developed for heavy atoms in which relativistic effects are included in the effective potentials (EP). The EP's are based on numerical Dirac--Hartree--Fock calculations for atoms and on the Phillips--Kleinman transformation with other aspects similar to the treatments of Goddard and Melius and Kahn ...Effective core potentials (ECPs) are widely used in electronic structure calculations of molecular and condensed systems. ... Clearly, more elaborate parameterizations are possible for finer accuracy targets. For instance, core-polarization effects and explicit spin-orbit coupling operators could be added subsequently, but that is …Nov 23, 1995 · Effective core potentials have been generated for Ti and Ni using atomic density functional theory (DFT) wave functions within the local density approximation. We find that these effective potentials give good agreement between all-electron and valence-electron calculations in TiF{sub 4} and Ni(CO){sub 4} for both the local-density (S-VWN) and ... Effective core potential calculations were performed by using the Los Alamos single- and double-ζ basis sets. In addition relativistic effective core potential calculations were employed.The idea of effective core potentials (ECPs) is based on the chemically intuitive restriction of the explicit calculations to the chemical important valence electrons, while the essentially inert atomic cores, i.e., the nucleus and the electrons in the inner shells, are replaced by a suitable parametrized (relatively simple) one-electron operator acting on the remaining valence electrons, i.e ...Effective core potentials (ECPs) and closely related pseudopotentials provide a well-known technique for simplifying electronic structure calculations to valence-only degrees of freedom. The ECP Hamiltonians replace the core states by potentials with projectors that mimic the action of the core on the valence electrons with different …The use of effective core potentials simplifies the identification of the core hole orbital while it has only negligible effects on the computed excitation spectrum [26]. For the calculations of absorption spectra the transition potential (TP) approximation was used [27,28] where the occupation of the N 1s core orbital at the excitation center ...Mar 15, 2019. 320 likes | 571 Views. Effective Core Training. Determine How to Effectively Train the Musculature of the Core. - Define " Core " - Learn the musculature of core - Learn the movements that effectively train these muscles - Examples of effective exercises. The Core. Abdominal Region. Lower Back Region.Especially the SDB-cc-pVQZ basis set in conjunction with a core polarization potential (CPP) yields excellent agreement with experiment for compounds of the later heavy p-block elements. For accurate calculations on Ga (and, to a lesser extent, Ge) compounds, explicit treatment of 13 valence electrons appears to be desirable, while it seems ...calculation of effective core potential (ECP) integrals in quantum chemistry codes - GitHub - chrr/libECP: calculation of effective core potential (ECP) integrals in quantum chemistry codes2018-10-15 Update 2nd row He-core ccECPs to be consistent with JCP (2018) potentials. 2018-05-21 Added ccECPs for 2nd and 3rd row from Abdulgani Annaberdiyev (2018) and Chandler Bennett (2018). 2018-04-12 Added Trail-Needs CEPP (2015) and eCEPP (2017) potentials, basis sets, and orbitals. 2018-02-22 Add RRKJ and TM potentials for 3d elements.In this paper we study the effective interactions of these systems by investigating the suitability of the Gauss-core model, to reproduce the relevant thermodynamic properties. ... Baeurle, S.A., Kroener, J. Modeling Effective Interactions of Micellar Aggregates of Ionic Surfactants with the Gauss-Core Potential. Journal of Mathematical ...Fermionic Neural Network with Effective Core Potential. Deep learning techniques have opened a new venue for electronic structure theory in recent years. In contrast to traditional methods, deep neural networks provide much more expressive and flexible wave function ansatz, resulting in better accuracy and time scaling behavior.We would like to show you a description here but the site won't allow us.Numerically cheap single-core subsamplings have been used to build improved estimators for molecular properties in the variational Monte Carlo framework. The resulting estimators depend only on the valence electron positions and can be thought of as an exact effective core potential for the total energy. WeRoutines for calculation of analytical second derivatives for the effective core potential have been developed. The present version allows for spdf basis sets with spdfg projection operators for HF, DFT, and MP2 methods and has been incorporated into the Gaussian package. Analytical frequency analysis has been applied to the …Recently methods have been developed [L. R. Kahn, P. Baybutt, and D. G. Truhlar, J. Chem. Phys. 65, 3826 (1976)] to replace the core electrons of atoms by ab initio effective core potentials (ECP). Valence‐electron calculations are reported on the ground states of HF, F2, HCl, LiCl, and Cl2 using ECP's for F and Cl, and the results are compared to all‐electron calculations. Significant ...of these issues can be resolved with the introduction of an effective core, represented as a fixed electronic potential. This potential is typically represented as a linear combination of gaussians of varying angular momenta (M. Dolg, 2000). The introduction of an ECP results in an additional term in the core Hamiltonian, over whichHowever, in your ECP calculation, the core electrons of lithium are not described explicitly. So the energy zero point is the state where a $\ce{Li+}$ cation, a $\ce{H+}$, and two electrons are infinitely far away from each other. This is of course a considerably lower reference energy than the all-electron case, because the two core …In DIRAC, the effective core potential (ECP) method is implemented and various subsequent correlation methods are available within the two-component or one-component effective Hamiltonian. From the inclusion (exclusion) of spin-orbit potential parameters in the input file, molecular spinors (orbitals) are obtained and this is the starting point ...An effective core potential system has been developed for heavy atoms in which relativistic effects are included in the effective potentials (EP). The EP’s are based on numerical Dirac–Hartree–Fock calculations for atoms and on the Phillips–Kleinman transformation with other aspects similar to the treatments of Goddard and Melius and ...The analytical determination of second derivatives for ECP wavefunctions is the subject of the present paper. 2. Geaeral derivative formulas The form of the effective core potential used in this work at a given atom C is L ~ T ~ I11n> [U, (r) UL (r)]<ltn~ (1) 1=0 m - l where L 1 is the largest angular momentum quantum number appearing in the ... The effective potential (also known as effective potential energy) combines multiple, perhaps opposing, effects into a single potential. In its basic form, it is the sum of the 'opposing' centrifugal potential energy with the potential energy of a dynamical system. Functional Theory Methods and Effective Core Potential: Prediction of Heats of Formation and Ionization Potentials for First Row Transition Metal Complexes Yue Yang, Michael N. Weaver and Kenneth M. Merz. Jr.* Quantum Theory Project Department of Chemistry University of Florida Gainesville, FL e-mail: [email protected], for these heavier elements the relativistic effects become important. One way to solve both problems simultaneously is to fit an effective core potential (ECP) to describe the core electrons using relativistic calculations, reducing the computational problem by treating only the valence electrons explicitly [22, 25, 27]. Most ECP ...In this paper a complete set of effective core potentials (ECPs) and valence basis sets for the lanthanides (Ce to Lu) are derived. These ECPs are consistent not only within the lanthanide series, but also with the third-row transition metals which bracket them. A 46-electron core was chosen to provide the best compromise between computational savings and chemical accuracy. Thus, the 5s and 5p ...Fermionic Neural Network with Effective Core Potential Xiang Li ByteDance Inc, Zhonghang Plaza, No. 43, North 3rd Ring West Road, Haidian District, Beijing. {lixiang.62770689, renweiluo}@bytedance.com Cunwei Fan Department of Physics and Institute for Condensed Matter Theory, University of Illinois 1110 W. Green Street, Urbana, IL 61801, U.S.A ...Effective core potentials have been generated for Ti and Ni using atomic density functional theory (DFT) wave functions within the local density approximation. We find that these effective potentials give good agreement between all-electron and valence-electron calculations in TiF{sub 4} and Ni(CO){sub 4} for both the local-density (S-VWN) and ...We introduce new correlation consistent effective core potentials (ccECPs) for the elements I, Te, Bi, Ag, Au, Pd, Ir, Mo, and W with 4d, 5d, 6s, and 6p valence spaces. These ccECPs are given as a sum of spin-orbit averaged relativistic effective potential (AREP) and effective spin-orbit (SO) terms.2. RELATIVISTIC EFFECTIVE CORE POTENTIALS Within the relativistic effective core potential approxi-mation, the effective Hamiltonian for an atom is usually written in the form Heff = () 1 v v v v v v v p q p p q p p r > ∑ ∑ h U+ + . ... (1) The summation in Eq. (1) runs over a subset of electrons, which are treated explicitly and marked by theA method is described for obtaining l‐dependent relativistic effective core potentials (ECPs) from Dirac-Fock self‐consistent field atomic wave functions. These potentials are designed for use in nonrelativistic (NR) valence electron Hartree-Fock calculations on atoms and molecules. The novel aspect of this approach involves the averaging of the separately generated nodeless ...Abstract. In calculations of heavy-atom molecules with the shape-consistent Relativistic Effective Core Potential (RECP), only valence and some outer-core shells are treated explicitly, the shapes ...Effective core potentials have been generated for Ti and Ni using atomic density functional theory (DFT) wave functions within the local density approximation. We find that these effective potentials give good agreement between all-electron and valence-electron calculations in TiF{sub 4} and Ni(CO){sub 4} for both the local-density (S-VWN) …The method is tantamount to computing an effective core potential on the fly, by efficiently subsampling the core regions with independent sidewalks. The removal of fluctuations in the core region enables also the dynamic in the valence region to be accelerated using a process with two time steps. As a function of the total number of electrons ...An improved effective core potential (ECP) technique is described and used to give ECP parameters for the atoms of the first two rows of the periodic table. A given basis set is parametrized which allows for a direct comparison with all‐electron calculations. Extensive test calculations on first‐ and second‐row molecules using the …Electron correlation has been treated at the multireference configuration interaction level. The 2 Σ and 2 Δ states are close in energy, with the Σ state somewhat lower, according to the core potential calculations. It is concluded that a method which gives a correct atomic description is imperative to describe the spectroscopy of the molecule.May 7, 2021 · Besides, for these heavier elements the relativistic effects become important. One way to solve both problems simultaneously is to fit an effective core potential (ECP) to describe the core electrons using relativistic calculations, reducing the computational problem by treating only the valence electrons explicitly [22, 25, 27]. Most ECP ... 有效芯势（Effective Core Potential, ECP）包括赝势（Pseudopotential, PP）和模型芯势（Model Core Potential, MCP）。 量子化学计算中的PP与平面波计算中的PP并无本质差别，只不过表示为简明的解析式形式。 包括BDF在内的大部分量子化学软件都支持PP，而支持MCP的量子化学软件 ...The basic assumptions of quantum chemical ab initio valence-only (VO) schemes, i.e., pseudopotential and modelpotential approaches, are briefly discussed. Both effective core potential schemes lead to a reduction of the computational effort for wavefunction-based as well as density functional theory electronic structure calculations …For transition metals, we used the small-core, quasi-relativistic Stuttgart/Dresden effective core potential with the associated triple-ζ valence basis set (standard SDD keywords in Gaussian09). All complexes were considered in the singlet electronic state with the exception of the Mn-based systems, for which a triplet state was …For transition metals, we used the small-core, quasi-relativistic Stuttgart/Dresden effective core potential with the associated triple-ζ valence basis set (standard SDD keywords in Gaussian09). All complexes were considered in the singlet electronic state with the exception of the Mn-based systems, for which a triplet state was …The method is tantamount to computing an effective core potential on the fly, by efficiently subsampling the core regions with independent sidewalks. The removal of fluctuations in the core region enables also the dynamic in the valence region to be accelerated using a process with two time steps. As a function of the total number of electrons ...有效芯势（Effective Core Potential, ECP）包括赝势（Pseudopotential, PP）和模型芯势（Model Core Potential, MCP）。 量子化学计算中的PP与平面波计算中的PP并无本质差别，只不过表示为简明的解析式形式。 包括BDF在内的大部分量子化学软件都支持PP，而支持MCP的量子化学软件 ...Semantic Scholar extracted view of "The ab initio Model Potential Method: A Common Strategy for Effective Core Potential and Embedded Cluster Calculations" by L. Seijo et al. Skip to search form Skip to main content Skip to account menu. Semantic Scholar's Logo. Search 216,897,579 papers from all fields of science ...In this paper a complete set of effective core potentials (ECPs) and valence basis sets for the lanthanides (Ce to Lu) are derived. These ECPs are consistent not only within the lanthanide series, but also with the third‐row transition metals which bracket them. A 46‐electron core was chosen to provide the best compromise between computational …Effective core polarization potentials (CPPs) to account for the effect of core–valence correlation have been adjusted for the same elements, and two different forms of the …Results of extensive all-electron and effective core potential (ECP) ab initio calculations on the ground state properties of ArH +, KrH + and XeH + are reported. It is demonstrated that, for the equilibrium distance and harmonic frequency, the ECPs combined with a hydrogen basis set of sufficient size and flexibility lead to an accuracy quite similar …
Moreover, the DMC method can be further integrated with other powerful molecular neural networks 22,25, periodic neural network for solids 48, neural networks with effective core potential 49 .... Fonta
On the other hand, the basis sets that using effective core potentials (ECP) have been being used widely to date for many types of molecules, due to their advantages [8, 20, 21]. Using ECP basis sets, helps to reduce the computational cost significantly, over the all electron basis sets, by replacing complete group of the inner electrons with a ...有效芯势（Effective Core Potential, ECP）包括赝势（Pseudopotential, PP）和模型芯势（Model Core Potential, MCP）。 量子化学计算中的PP与平面波计算中的PP并无本质差别，只不过表示为简明的解析式形式。 包括BDF在内的大部分量子化学软件都支持PP，而支持MCP的量子化学软件 ...Numerically cheap single-core subsamplings have been used to build improved estimators for molecular properties in the variational Monte Carlo framework. The resulting estimators depend only on the valence electron positions and can be thought of as an exact effective core potential for the total energy. WeUsing effective core potentials to account for inner electrons enhances the precision of vertical excitation and ionization energies. This approach has proved effective in computing ground state energies for elements like Lithium to Gallium and in calculating energy levels and wave functions for atoms and molecules with second and fourth period ...The relativistic effective core potential method is reviewed. ... For lanthanides the most used PPs are (quasi)relativistic ECPs (effective core potentials), which can be energy-consistent or shape-consistent PPs [227–230] with different choices of the core, e.g., MWB28 [231], SBKJC [232], and CRENBL [233] with 28, 46, and 54 …An effective core potential is a basis function (a pseudo -orbital) that is used to “substitute” the inner (core) electrons of an atom. The pseudo-orbitals are formulated to be nodeless in the core region ( Figure 1 ). 4 It provides a relativistic effective potential for each core orbital eliminating the need for core basis functions and ...The abinitio model potential method. First series transition metal elements. L. Seijo, Z. Barandiarán, S. Huzinaga. Published 1 December 1989. Chemistry. Journal of Chemical Physics. In the a b i n i t i o core model potential method the Coulomb and exchange core operators are represented accurately and the valence basis set is the only ...Later on they applied the idea behind construction of Sadlej's polarized triple zeta basis set to double-zeta effective core potential basis sets and showed for the Raman intensities of the simple ...For the transition metals atoms (Au), we used the [SD (60, MDF)] scheme to describe the effective core potential (ECP) 50,51. Accordingly, the normal optimization convergence criteria have been ...Pseudopotentials ≡Effective Core Potential (ECP) Si 1s2 2s2 2p6 3s2 3p2 Cu 1s2 2s2 2p6 3s2 3p6 3d104s The inner electrons are not evolved in chemistry, and they make the calculations expensive, because their presence requires large basis sets. all-el. pseudo C 3s2p1d (14) 2s2p1d Si 4s3p1d (18) 2s2p1d Cu 5s4p3d1f (39) 3s3p2d large ...Calculate electronic excited states using neural networks with effective core potential. The essence of atomic structure theory, quantum chemistry, and computational materials science is solving the multi-electron stationary Schrödinger equation. The Quantum Monte Carlo-based neural network wave function method has surpassed …The structures of 30 neutral and positively charged small clusters were optimized and a number of hypothetical reaction pathways were investigated to compare the performance of the B3LYP/CEP-121G(d) Effective Core Potential/triple-split basis set method (ECP, method 1) and the B3LYP/6- 311G(d) approach (method 2) for geometry optimizations.A recently developed compact effective core potential (ECP) scheme for lanthanides [T. R. Cundari and W. J. Stevens, J. Chem. Phys. {bold 98}, 5555 (1993)] is applied to molecular species---the lanthanide trihalides (LnX{sub 3}, Ln=Ce to Lu; X=F, Cl, Br, I). This research is the first ECP study of lanthanide trihalides in which 4{ital f ...[Show full abstract] (FermiNet) with the effective core potential method, which helps to reduce the complexity of the problem by replacing inner core electrons with additional semilocal potential ...the SDD effective core potential (ECP) on the Er atom (the combined basis set is denoted here 3-21G ∼SDD). The combined basis set is applied in the density functional theory (DFT) approach, namely using Becke's three parameter functional15 with the non-local Lee-Yang-Parr correlation functional16 (B3LYP/3-21G∼SDD treatment). The B3LYP/.