Andrew Harp
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View article: Stress pinch points from glacial loading modulate magma ascent and storage in continental arcs
Stress pinch points from glacial loading modulate magma ascent and storage in continental arcs Open
Growing evidence indicates that glacial cycles influence volcanic activity, yet the physical mechanisms linking glaciation to magmatic processes in continental arcs remain poorly understood. Here, we integrate realistic ice and topographic…
View article: The influence of magma density and edifice stresses on silicic dike propagation trajectories at Summer Coon volcano, Colorado, USA
The influence of magma density and edifice stresses on silicic dike propagation trajectories at Summer Coon volcano, Colorado, USA Open
Magma transport at stratovolcanoes dominantly occurs through dikes, which may erupt at the summit or flanks, or completely arrest within the subsurface. The variable pathways of dikes are controlled not only by external forces, like edific…
View article: Magma propagation and emplacement within the central intrusive complex of Summer Coon stratovolcano, Colorado
Magma propagation and emplacement within the central intrusive complex of Summer Coon stratovolcano, Colorado Open
A field-based study used geologic mapping and a ground-based magnetic survey to investigate the exhumed central intrusive complex (CIC) of Summer Coon stratovolcano in Colorado. The CIC comprises a group of diorite to granodiorite stocks a…
View article: SymbioticLab/tensorflow-salus: Release code for MLSys20
SymbioticLab/tensorflow-salus: Release code for MLSys20 Open
tensorflow fork with Salus integration
View article: Meter-Scale Experiments on Magma-Water Interaction
Meter-Scale Experiments on Magma-Water Interaction Open
Interaction of magma with ground or surface water can lead to explosive phreatomagmatic eruptions. Poorly understood questions of this process center on effects of system geometry, length- and time scales, and these necessitate experiments…
View article: Proceedings of the First Workshop on NLP for Conversational AI
Proceedings of the First Workshop on NLP for Conversational AI Open
Progress in Machine Learning is often driven by the availability of large datasets, and consistent evaluation metrics for comparing modeling approaches.To this end, we present a repository of conversational datasets consisting of hundreds …
View article: Meter‐Scale Experiments on Magma‐Water Interaction
Meter‐Scale Experiments on Magma‐Water Interaction Open
Interaction of magma with groundwater or surface water can lead to explosive phreatomagmatic eruptions. Questions of this process center on effects of system geometry and length and time scales, and these necessitate experiments at larger …
View article: Correction to: Emplacement controls for the basaltic-andesitic radial dikes of Summer Coon volcano and implications for flank vents at stratovolcanoes
Correction to: Emplacement controls for the basaltic-andesitic radial dikes of Summer Coon volcano and implications for flank vents at stratovolcanoes Open
View article: Proceedings of the Workshop on Machine Reading for Question Answering
Proceedings of the Workshop on Machine Reading for Question Answering Open
To answer the question in machine comprehension (MC) task, the models need to establish the interaction between the question and the context.To tackle the problem that the single-pass model cannot reflect on and correct its answer, we pres…
View article: Lunar Crater volcanic field (Reveille and Pancake Ranges, Basin and Range Province, Nevada, USA)
Lunar Crater volcanic field (Reveille and Pancake Ranges, Basin and Range Province, Nevada, USA) Open
The Lunar Crater volcanic field (LCVF) in central Nevada (USA) is dominated by monogenetic mafic volcanoes spanning the late Miocene to Pleistocene. There are as many as 161 volcanoes (there is some uncertainty due to erosion and burial …
View article: Proceedings of the First Workshop on Subword and Character Level Models in NLP
Proceedings of the First Workshop on Subword and Character Level Models in NLP Open
Most of neural language models use different kinds of embeddings for word prediction.While word embeddings can be associated to each word in the vocabulary or derived from characters as well as factored morphological decomposition, these w…
View article: TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems Open
TensorFlow is an interface for expressing machine learning algorithms, and an implementation for executing such algorithms. A computation expressed using TensorFlow can be executed with little or no change on a wide variety of heterogeneou…