SUMO On-Ramp Traffic Scenario. حسب Tong Zhou (3770)

"…This strategy uses the improved D3QN algorithm combined with the excellent smoothness of the sine function to evaluate driving safety, helping vehicles find suitable gaps in traffic flow. …"

Average Traffic Speed under Different Strategies. حسب Tong Zhou (3770)

"…This strategy uses the improved D3QN algorithm combined with the excellent smoothness of the sine function to evaluate driving safety, helping vehicles find suitable gaps in traffic flow. …"

Collision rate for different strategies (%). حسب Tong Zhou (3770)

"…This strategy uses the improved D3QN algorithm combined with the excellent smoothness of the sine function to evaluate driving safety, helping vehicles find suitable gaps in traffic flow. …"

Relative distance from surrounding vehicles. حسب Tong Zhou (3770)

"…This strategy uses the improved D3QN algorithm combined with the excellent smoothness of the sine function to evaluate driving safety, helping vehicles find suitable gaps in traffic flow. …"

Zone division of On-ramp merging scenario. حسب Tong Zhou (3770)

"…This strategy uses the improved D3QN algorithm combined with the excellent smoothness of the sine function to evaluate driving safety, helping vehicles find suitable gaps in traffic flow. …"

Fig 6 - Inverse reconstruction of model cells: Extracting structural and molecular insights through infrared spectroscopic cytology حسب Proity Nayeeb Akbar (21253534)

Fig 5 - Inverse reconstruction of model cells: Extracting structural and molecular insights through infrared spectroscopic cytology حسب Proity Nayeeb Akbar (21253534)

Real and imaginary parts of the complex permittivities, , for the six test polymers: (a) PMMA, (b) PC, (c) PDMS, (d) PEI, (e) PET, and (f) PS. حسب Proity Nayeeb Akbar (21253534)

Example of a typical workflow to construct a network using NeKo. حسب Marco Ruscone (11747264)

Comparative analysis of WordNet replacement impact on data distribution. حسب Enock Niyonkuru (21246879)

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

"…We refer to these spheres as “bubbles” and therefore refer to the algorithm as the “Bubblepole” (BUPO) algorithm, with the acronym being RI-BUPO-J. …"

LBQANA python code + Merged Gene Expression Dataset from GSE10810, GSE17907, GSE20711, GSE42568, GSE45827, and GSE61304 for Breast Cancer Biomarker Discovery حسب M RN (9866504)

Dataset of networks used in assessing the Troika algorithm for clique partitioning and community detection حسب Samin Aref (4683934)

"…Each network is provided in .gml format or .pkl format which can be read into a networkX graph object using standard functions from the networkX library in Python. For accessing other networks used in the study, please refer to the article for references to the primary sources of those network data.…"

Software: Order-flow and long-memory in a simulated financial market حسب Shane Silverman (22497770)

"…Key scripts apply custom metaorder generation algorithms to the empirical data to estimate and compare the $\alpha$ and $\gamma$ exponents.…"

Active Control of Laminar and Turbulent Flows Using Adjoint-Based Machine Learning حسب Xuemin Liu (20372739)

"…This dissertation extends and applies an adjoint-based machine learning method, the deep learning PDE augmentation method (DPM), for closed-loop active control on both laminar and turbulent flows. The end-to-end sensitivities for optimization are computed using adjoints of the governing equations without restriction on the terms that may appear in the objective function, which we construct using algorithmic differentiation applied to the flow solver. …"

Evaluating and Improving Light Absorption Retrievals of Black Carbon Using In Situ Polar Nephelometry حسب Qizhi Xu (1729057)

"…Contrary to previous studies, we demonstrate a good closure between measured and simulated phase functions when using the Multi-Sphere T-Matrix (MSTM) method for BC aggregates in the accumulation size range. …"

Data for "Saturation hysteresis during cyclic injections of immiscible fluids in porous media: an invasion percolation study" حسب Zhongzheng Wang (9762575)

"…A pore-resolved interface tracking algorithm for simulating multiphase flow in arbitrarily structured porous media. …"

G4SNVHunter workflow for identifying variants that affect G4 formation. حسب Rongxin Zhang (1618159)

"…<b>(B)</b> Function-level schematic of the G4SNVHunter workflow, showing the relationships between key modules and their data flow. …"

Recursive-Expansive Dynamics Frameworks Formalization with Negation Isolation and Inverse Zero Operators حسب Del Bel, Julian (21403013)

الموضوعات: "…Mathematical methods and special functions…"

<b>Fig. 6 |</b> <b>Autonomous microrobot navigation upstream in a flow environment.</b> حسب Mahmoud Medany (20766911)

"…In stronger flow, initial difficulties lead to more negative rewards, but the algorithm shows significant improvement by 400,000 steps. …"