Suppressing Heavy Metal Leaching through Ball Milling of Fly Ash
Energies, 2016 Ball milling is investigated as a method of reducing the leaching concentration (often termed stablilization) of heavy metals in municipal solid waste incineration (MSWI) fly ash. Three heavy metals (Cu, Cr, Pb) loose much of their solubility in leachate
Zhiliang Chen +6 more
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Linearly convergent stochastic heavy ball method for minimizing generalization error
CoRR, 2017 NIPS 2017, Workshop on Optimization for Machine Learning (camera ready version)
Nicolas Loizou, Peter Richtárik
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Heavy-Ball Momentum Method in Continuous Time and Discretization Error Analysis
CoRRThis paper establishes a continuous time approximation, a piece-wise continuous differential equation, for the discrete Heavy-Ball (HB) momentum method with explicit discretization error.
Bochen Lyu +5 more
semanticscholar +5 more sources
Adaptive Heavy-Ball Momentum Method Based on AdaGrad+ and Its Optimal Individual Convergence [PDF]
Jisuanji kexue, 2023 Adaptive strategies and momentum methods are commonly used to improve the performance of optimization algorithms.Most of the adaptive gradient methods use the AdaGrad-type strategy at present.The AdaGrad+ method,which is more suitable for dealing with ...
WEI Hongxu, LONG Sheng, TAO Wei, TAO Qing
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Hybrid Heavy-Ball Systems: Reset Methods for Optimization with Uncertainty [PDF]
2021 American Control Conference (ACC), 2021 Momentum methods for convex optimization often rely on precise choices of algorithmic parameters, based on knowledge of problem parameters, in order to achieve fast convergence, as well as to prevent oscillations that could severely restrict applications of these algorithms to cyber-physical systems.
Justin H. Le, Andrew R. Teel
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Heavy-Ball-Based Hard Thresholding Pursuit for Sparse Phase Retrieval Problems
Mathematics, 2023 We introduce a novel iterative algorithm, termed the Heavy-Ball-Based Hard Thresholding Pursuit for sparse phase retrieval problem (SPR-HBHTP), to reconstruct a sparse signal from a small number of magnitude-only measurements.
Yingying Li +3 more
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A Study of Diagnostic Signatures of a Deep Groove Ball Bearing Based on a Nonlinear Dynamic Mode [PDF]
, 2015 For accurate fault detection and diagnosis, this paper focuses on the study of bearing vibration responses under increasing radial clearances due to investable wear and different bearing grades.
Gu, Fengshou +8 more
core +4 more sources
Calcium-Mechanochemistry Enabled Ketone Synthesis From Organic Iodides and Carboxylic Acids. [PDF]
Adv Sci (Weinh)Mechanochemically generated organocalcium species display unusual chemoselectivity toward carboxylates, enabling direct ketone synthesis without overaddition. Ball milling activates commercial calcium metal under ambient, solvent‐minimized conditions, providing a broad substrate scope, high functional‐group tolerance, and a practical one‐step ...
Pei M +9 more
europepmc +2 more sources
Tracking the soccer ball using multiple fixed cameras [PDF]
, 2008 This paper demonstrates innovative techniques for estimating the trajectory of a soccer ball from multiple fixed cameras. Since the ball is nearly always moving and frequently occluded, its size and shape appearance varies over time and between cameras ...
Orwell, James +10 more
core +4 more sources
On the Convergence of Bregman ADMM With Variational Inequality
IEEE Access, 2020 The alternating direction method of multipliers (ADMM) is one of most foundational algorithms for linear constrained composite minimization problems. For different specific problems, variations of ADMM (like linearized ADMM, proximal ADMM) are developed.
Peibing Du, Hao Jiang
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