Architecture of the CPU and GPU computing platforms. حسب Xuzhen He (14676114)

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Optimal implementation of HEAT2D and NS2D on the CPU platform (double precision; solid black line = benchmarked bandwidth; lines + symbols = effective bandwidth; black = HEAT2D; re... حسب Xuzhen He (14676114)

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Model for the effective bandwidth of element-wise operations (lines = model prediction by Eq 11; symbols = measured maximal effective bandwidth; filled symbols = matrix operations;... حسب Xuzhen He (14676114)

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Information of the tested GPU platforms. حسب Xuzhen He (14676114)

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Optimal implementation of HEAT1D on the GPU platform (double precision; solid black line = benchmarked bandwidth; lines + symbols = effective bandwidth; red = VEC COPY; black = HEA... حسب Xuzhen He (14676114)

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S1 Data - حسب Xuzhen He (14676114)

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Relative efficiency of XLA for numerical models (hollow = f64; filled = f32; circles = HEAT1D; triangles = HEAT2D; squares = NS2D; black = PC CPU; red = PC GPU; blue = HPC CPU; mag... حسب Xuzhen He (14676114)

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OPTIMIZED DETERMINATION OF 3D COORDINATES IN THE SURVEY OF INACCESSIBLE POINTS OF BUILDINGS - EXAMPLE OF APPLICATION IMPLEMENTED IN FREE SOFTWARE حسب Leandro Luiz Silva de França (6625883)

Pole age and its impact on growth rate. حسب Owen M. O’Connor (11965460)

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Loss history of segmentation model trained over 600 epochs. حسب Owen M. O’Connor (11965460)

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Time-lapse movie of a bacterial microcolony analyzed with DeLTA 2.0. حسب Owen M. O’Connor (11965460)

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Time-lapse movie of a dense bacterial microcolony growing in a microfluidic device analyzed by DeLTA 2.0. حسب Owen M. O’Connor (11965460)

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Training the model on segmentation with custom weight maps. حسب Owen M. O’Connor (11965460)

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Global Aridity Index and Potential Evapotranspiration Climate Database v3.1 - Algorithm Code (Python) حسب Robert Zomer (12796235)

"…<p dir="ltr">The custom code in Python programming language used to develop the <b>Global Aridity Index and Potential Evapotranspiration (ET0) Climate Database v3.…"

PyRates—A Python framework for rate-based neural simulations حسب Richard Gast (8129451)

"…A basic requirement for computational modeling studies is the availability of efficient software for setting up models and performing numerical simulations. While many such tools exist for different families of neural models, there is a lack of tools allowing for both a generic model definition and efficiently parallelized simulations. …"

Validation performance metrics for three different pipeline setups. حسب Ramona Leenings (11167294)

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Class architecture. حسب Ramona Leenings (11167294)

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Parallel plot showing hyperparameter exploration. حسب Ramona Leenings (11167294)

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Test performance metrics for the final model. حسب Ramona Leenings (11167294)

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Different estimator’s average best validation performance for the class balancing pipeline. حسب Ramona Leenings (11167294)

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