Dimensionality of noise free datasets with unequal variance. by Ege Altan (11768156)

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Effect of noise on dimensionality estimates. by Ege Altan (11768156)

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Architecture of the Joint Autoencoder. by Ege Altan (11768156)

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Diagram of the proposed solution algorithm. by Vytautas Abromavičius (22008573)

Linear-Scaling Local Natural Orbital CCSD(T) Approach for Open-Shell Systems: Algorithms, Benchmarks, and Large-Scale Applications by P. Bernát Szabó (10526316)

“…This enables the accurate modeling of large systems with complex electronic structures, as illustrated on open-shell organic radicals and transition-metal complexes of up to 179 atoms as well as on challenging biochemical systems, including up to 601 atoms and 11,000 basis functions. While the protein models involve difficulties for local approximations, such as the spin states of a bounded iron ion or an extremely delocalized singly occupied orbital, the corresponding single-node LNO-CCSD­(T) computations were feasible in a matter of days with 10s to 100 GB of memory use. …”

Locally sparse function-on-function regression by Mauro Bernardi (418110)

“…<p>In functional data analysis, functional linear regression has attracted significant attention recently. …”

Flowchart of whale flock optimization algorithm. by Rongxin Gong (18864603)

“…<i>camphora</i> growth was established using the multiple linear regression (MLR), partial least squares (PLS), support vector regression (SVR), random forest (RF), radial basis function neural network (RBFNN), back propagation neural network (BPNN), and whale optimization algorithm (WOA)-optimized BPNN models. …”

Diversity of the population of en-CSA with respect to benchmark functions. by Sarah A. Alzakari (19704611)

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Sensor value scenario for fuzzy logic algorithm. by Gourab Saha (8987405)

“…Furthermore, crop yield is predicted using Linear Regression and Random Forest, achieving accuracies of 93.49% and 95.87%, respectively, while using RMSE (Root Mean Squared Error) as the loss function. …”

A fast algorithm for the accelerated failure time model with high-dimensional time-to-event data by Taehwa Choi (10880618)

“…This can be done by using a second-order approximation of the smoothed estimating function and coordinate decent algorithm. …”

Schematic diagram of the structure of a semiconductor laser. by Jian Kong (164512)

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Distinct microbial and functional composition between age groups. by Elio L. Herzog (11576876)

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Explained variance ration of the PCA algorithm. by Abeer Aljohani (18497914)

“…We developed a mechanism which converts a given medical image to a spectral space which have a base set composed of special functions. …”

The “Bubblepole” (BUPO) Method for Linear-Scaling Coulomb Matrix Construction with or without Density Fitting by Frank Neese (736441)

“…For any target object (shell pair or auxiliary shell), one might envision that the bubbles “carve” out what might be referred to as a “far-field surface”. Using the default settings determined in this work, we demonstrate that the algorithm reaches submicro-Eh and even nano-Eh accuracy in the total Coulomb energy for systems as large as 700 atoms and 7000 basis functions. …”

The GOR4 and SOPMA algorithm findings. by Ahmad Abdullah Mahdeen (19704401)

Prediction algorithm. by Muhammad Irfan (255476)

“…A compact and improved algorithm is needed to synchronize with the diverse procedure in ELPF. …”

Demonstration of en-CSA’s exploration-exploitation capability through benchmark functions. by Sarah A. Alzakari (19704611)

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ADT: A Generalized Algorithm and Program for Beyond Born–Oppenheimer Equations of “<i>N</i>” Dimensional Sub-Hilbert Space by Koushik Naskar (7510592)

“…In order to overcome such shortcoming, we develop a generalized algorithm, “ADT” to generate the nonadiabatic equations through symbolic manipulation and to construct highly accurate diabatic surfaces for molecular processes involving excited electronic states. …”

Data_Sheet_1_Parallel Implementation of Large-Scale Linear Scaling Density Functional Theory Calculations With Numerical Atomic Orbitals in HONPAS.PDF by Zhaolong Luo (9692087)

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The SCOPer algorithm can be run efficiently on multiple cores. by Nima Nouri (2183760)