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Approximate Bayesian Inference
| Approximate Bayesian Inference |
| Autore | Alquier Pierre |
| Pubbl/distr/stampa | Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 |
| Descrizione fisica | 1 electronic resource (508 p.) |
| Soggetto topico |
Research & information: general
Mathematics & science |
| Soggetto non controllato |
bifurcation
dynamical systems Edward–Sokal coupling mean-field Kullback–Leibler divergence variational inference Bayesian statistics machine learning variational approximations PAC-Bayes expectation-propagation Markov chain Monte Carlo Langevin Monte Carlo sequential Monte Carlo Laplace approximations approximate Bayesian computation Gibbs posterior MCMC stochastic gradients neural networks Approximate Bayesian Computation differential evolution Markov kernels discrete state space ergodicity Markov chain probably approximately correct variational Bayes Bayesian inference Markov Chain Monte Carlo Sequential Monte Carlo Riemann Manifold Hamiltonian Monte Carlo integrated nested laplace approximation fixed-form variational Bayes stochastic volatility network modeling network variability Stiefel manifold MCMC-SAEM data imputation Bethe free energy factor graphs message passing variational free energy variational message passing approximate Bayesian computation (ABC) differential privacy (DP) sparse vector technique (SVT) Gaussian particle flow variable flow Langevin dynamics Hamilton Monte Carlo non-reversible dynamics control variates thinning meta-learning hyperparameters priors online learning online optimization gradient descent statistical learning theory PAC–Bayes theory deep learning generalisation bounds Bayesian sampling Monte Carlo integration PAC-Bayes theory no free lunch theorems sequential learning principal curves data streams regret bounds greedy algorithm sleeping experts entropy robustness statistical mechanics complex systems |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910576874903321 |
Alquier Pierre
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| Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Carbon and Nitrogen in Forest Ecosystems—Series I
| Carbon and Nitrogen in Forest Ecosystems—Series I |
| Autore | Son Yowhan |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 electronic resource (180 p.) |
| Soggetto topico |
Research & information: general
Biology, life sciences Technology, engineering, agriculture |
| Soggetto non controllato |
carbon
decomposition disturbance ecosystem process extracellular enzymes exoenzymes forest fire nitrogen soil enzymes succession net primary production spatiotemporal patterns climate change phenology China protected forest carbon sequestration Abies religiosa soil organic carbon dissolved organic matter nitrogen addition Phyllostachys edulis carbon cycling Pinus resinosa soil respiration stand age carbon mass NPP Picea crassifolia carbon balance Qinling Mountains biomass regression model eddy covariance net primary productivity net ecosystem exchange hyphal exploration strategy atmospheric nitrogen deposition Russula deep soil forest floor forest management fertilization thinning fixed depth equivalent soil mass soil nitrogen mineralization plant-soil interactions resin core method forest conversion headwater catchment |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910674053003321 |
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Son Yowhan
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Genetics and Improvement of Forest Trees
| Genetics and Improvement of Forest Trees |
| Autore | Ide Yuji |
| Pubbl/distr/stampa | Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 |
| Descrizione fisica | 1 electronic resource (328 p.) |
| Soggetto topico | Research & information: general |
| Soggetto non controllato |
early selection
stomatal characteristics water stress water relations specific leaf area Eucalyptus clones LTR-retrotransposon Ty3-gypsy Ty1-copia IRAP molecular markers bamboo Phyllostachys genetic diversity populations structure AMOVA central-marginal hypothesis cline Pinaceae trailing edge population Sakhalin fir sub-boreal forest gibberellin male strobilus induction transcriptome conifer Cryptomeria japonica linkage map male sterility marker-assisted selection C. fortunei differentially expressed genes phenylpropanoid metabolism candidate genes Camellia oleifera leaf senescence transcriptome analysis senescence-associated genes physiological characterization cpDNA next generation sequencing northern limit nucleotide diversity phylogeny In/Del SNP SSR Chinese fir heartwood secondary metabolites widely targeted metabolomics flavonoids amplicon sequencing AmpliSeq genomic selection Japanese cedar (Cryptomeria japonica) multiplexed SNP genotyping spatial autocorrelation error pine wood disease resistance to pine wood nematode inoculation test multisite cumulative temperature Pinus thunbergii Thujopsis dolabrata EST-SSR markers varieties population structure pine wilt disease Bursaphelenchus xylophilus genotype by environment interaction Japanese black pine variance component local adaptation silviculture seed zone tree improvement program breeding genotype × environment interaction mast seeding seed production thinning forest tree breeding high-throughput phenotyping epigenetics genotyping genomic prediction models quantitative trait locus breeding cycle Cryptomeria japonica var. sinensis demographic history RAD-seq ancient tree conservation infrared thermography chlorophyll fluorescence cumulative drought stress genetic conservation genetic management pine wood nematode pine wood nematode-Pinus thunbergii resistant trees |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910557345103321 |
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Ide Yuji
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| Basel, Switzerland, : MDPI - Multidisciplinary Digital Publishing Institute, 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Wood Properties and Processing
| Wood Properties and Processing |
| Autore | Humar Miha |
| Pubbl/distr/stampa | MDPI - Multidisciplinary Digital Publishing Institute, 2020 |
| Descrizione fisica | 1 electronic resource (350 p.) |
| Soggetto non controllato |
neural network
Pinus massoniana Lamb intra-ring variation relative humidity ultimate state nondestructive assessment machinability stiffness wood based composites bamboo poplar seedlings thinning blue staining fungi tropical woods compression bending stiffness wooden windows ultrasonic wave velocity measurement glued lamella three-point bending wood properties technological and product innovations structural changes non-destructive testing hardwoods brittleness green larch root-collar diameter FTIR material preference cooling tower tensile modulus strength grading immigrants weight of a user density flexible chair predictive performance heat treatment modulus of elasticity orthotropic acoustic resonance building material CIEL*a*b* system deflection at the modulus of rupture marketing bamboo grid packing fungi minimal curve radius European hardwoods cyclic loading chemical composition laminated wood volume yield tensile strength artificial weathering glulam dynamic modulus of elasticity colour changes modulus of elasticity (MOE) coefficient of wood bendability urban housing Resistance to Impact Milling (RIM) nondestructive testing Coniophora puteana roughness brown rot wood phenol formaldehyde resin wood-processing industry performance elemental composition natural weathering longitudinal stress wave velocity mechanical properties aluminium reinforcements chemical changes colour change High-Energy Multiple Impact (HEMI)–test plantation timber fiber-managed hardwoods cooling packing wood mechanical properties flexural rigidity moisture content ultrasonic speed color elastic constants Douglas-fir mixed-effects hierarchical linear models wood impregnation dynamic strength microfibril angle silviculture low quality round wood Eucalyptus hybrid beams end-product-based fiber attribute determinates high frequency drying infrared spectroscopy building culture background lumber Euler-Bernoulli ultrasound cell-wall mechanics colour deflection at the limit of proportionality |
| ISBN | 3-03928-822-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910404079503321 |
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Humar Miha
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| MDPI - Multidisciplinary Digital Publishing Institute, 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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