diff --git a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md
index 3fd5cab..5450f85 100644
--- a/CODE_OF_CONDUCT.md
+++ b/CODE_OF_CONDUCT.md
@@ -8,7 +8,7 @@ Papers We Love events are for anyone interested in Computer Science/Computer Eng
**Be an adult, don't be a jerk.**
-We value the participation of each member of the community and want all attendees to have an enjoyable and fulfilling experience. Accordingly, all attendees are expected to show respect and courtesy to other attendees throughout the meet-ups and at all Papers We Love events and interactions on the GitHub repository, IRC or [Slack](https://paperswelove.slack.com/messages/general/) channels.
+We value the participation of each member of the community and want all attendees to have an enjoyable and fulfilling experience. Accordingly, all attendees are expected to show respect and courtesy to other attendees throughout the meet-ups and at all Papers We Love events and interactions on the GitHub repository, IRC, [gitter](https://gitter.im/papers-we-love/), or [Slack](https://paperswelove.slack.com/messages/general/) channels.
Need help?
----------
diff --git a/README.md b/README.md
index 956599e..cb64a1e 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,6 @@
## 
+
+ [](https://gitter.im/papers-we-love/community?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge)
**Papers We Love** (*PWL*) is a community built around reading, discussing and learning more about academic computer science papers. This repository serves as a directory of some of the best papers the community can find, bringing together documents scattered across the web. You can also visit the [Papers We Love site](http://paperswelove.org/) for more info.
@@ -21,18 +23,15 @@ Here are our official chapters. Let us know if you are interested in [starting o
* [Bhubaneswar](https://www.facebook.com/groups/pwlbbsr/)
* [Boston](http://www.meetup.com/Papers-We-Love-Boston-Cambridge/)
* [Brasilia](http://www.meetup.com/papers-we-love-bsb)
-* [Boulder](http://www.meetup.com/Papers-We-Love-Boulder/)
* [Bucharest](http://www.meetup.com/papers-we-love-bucharest/)
+* [Buenos Aires](https://paperswelove.org/buenos-aires/)
* [Cairo](http://www.meetup.com/Papers-We-Love-Cairo/)
* [Chattanooga](http://www.meetup.com/Papers-We-Love-Chattanooga/)
* [Chicago](http://www.meetup.com/papers-we-love-chicago/)
* [Columbus, Ohio](http://www.meetup.com/Papers-We-Love-Columbus/)
-* [Dallas](http://www.papersdallas.com/)
* [Gothenburg](https://www.meetup.com/Papers-We-Love-Gothenburg/)
-* [Guadalajara](https://www.facebook.com/pwlgdl/)
* [Hamburg](http://www.meetup.com/Papers-We-Love-Hamburg/)
* [Hyderabad](http://www.meetup.com/papers-we-love-hyderabad/)
-* [Iasi](http://www.meetup.com/Papers-We-Love-Iasi/)
* [Iowa City](https://www.meetup.com/techcorridorio)
* [Kathmandu](https://www.facebook.com/groups/PapersWeLoveKathmandu/)
* [Kyiv](https://www.facebook.com/groups/PapersWeLoveKyiv)
@@ -40,18 +39,11 @@ Here are our official chapters. Let us know if you are interested in [starting o
* [London](http://www.meetup.com/papers-we-love-london)
* [Los Angeles](http://www.meetup.com/papers-we-love-la)
* [Madrid](http://www.meetup.com/Papers-We-Love-Madrid/)
-* [Medellín](https://www.meetup.com/paperswelovemde/)
* [Montreal](http://www.meetup.com/Papers-We-Love-Montreal/)
-* [Mumbai](https://www.meetup.com/Papers-We-Love-Mumbai/)
-* [Munich](http://www.meetup.com/Papers-We-Love-Munich/)
* [New York City](http://www.meetup.com/papers-we-love/)
* [Paris](http://www.meetup.com/Papers-We-Love-Paris/)
-* [Philadelphia](http://www.meetup.com/Papers-We-Love-Philadelphia/)
-* [Portland](http://www.meetup.com/Papers-We-Love-PDX/)
-* [Porto](https://www.meetup.com/Papers-We-Love-Porto)
* [Pune](http://www.meetup.com/Doo-Things)
* [Raleigh-Durham](https://www.meetup.com/Papers-We-Love-Raleigh-Durham/)
-* [Reykjavík](http://www.meetup.com/Papers-We-Love-Reykjavik)
* [Rio de Janeiro](https://www.meetup.com/pt-BR/papers-we-love-rio-de-janeiro/)
* [San Diego](http://www.meetup.com/Papers-We-Love-San-Diego/)
* [San Francisco](http://www.meetup.com/papers-we-love-too/)
@@ -79,7 +71,7 @@ We're looking for pull requests related to papers we should add, better organiza
### Other Good Places to Find Papers
* [2 Minute Papers](https://www.youtube.com/user/keeroyz)
-* [Bell System Technical Journal, 1922-1983](https://www.alcatel-lucent.com/bell-labs-journals)
+* [Bell System Technical Journal, 1922-1983](https://www.bell-labs.com/our-research/technical-journal/)
* [Best Paper Awards in Computer Science](http://jeffhuang.com/best_paper_awards.html)
* [Facebook](https://research.fb.com/publications/)
* [Google Scholar](http://scholar.google.com/citations?view_op=top_venues&hl=en&vq=eng) (choose a subcategory)
@@ -96,7 +88,7 @@ We're looking for pull requests related to papers we should add, better organiza
* [Readings in Distributed Systems](http://christophermeiklejohn.com/distributed/systems/2013/07/12/readings-in-distributed-systems.html)
* [Gradual Typing Bibliography](http://samth.github.io/gradual-typing-bib/)
* [Security Data Science Papers](http://www.covert.io/the-definitive-security-datascience-and-machinelearning-guide/)
-* [Research Papers from Robert Harper, Carnegie Mellon University](http://www.cs.cmu.edu/~rwh/papers.html)
+* [Research Papers from Robert Harper, Carnegie Mellon University](https://www.cs.cmu.edu/~rwh/papers/index.html)
* [Lobste.rs tagged as PDF](https://lobste.rs/t/pdf)
* [The Morning Paper](http://blog.acolyer.org/)
@@ -116,6 +108,18 @@ Reading a paper is not the same as reading a blogpost or a novel. Here are a few
* Love a Paper - [@loveapaper](https://twitter.com/loveapaper)
+### Download papers
+
+Open your favourite terminal and run:
+
+```bash
+$ ./scripts/download.sh
+```
+
+This will scrape markdown files for links to PDFs and download papers to their respective directories.
+
+See [README.md](./scripts/README.md) for more options.
+
## Contributing Guidelines
Please take a look at our [CONTRIBUTING.md](https://github.com/papers-we-love/papers-we-love/blob/master/.github/CONTRIBUTING.md) file.
diff --git a/affective-computing/README.md b/affective_computing/README.md
similarity index 100%
rename from affective-computing/README.md
rename to affective_computing/README.md
diff --git a/affective-computing/Theories-Methods-and-Current-Research-on-Emotions.pdf b/affective_computing/Theories-Methods-and-Current-Research-on-Emotions.pdf
similarity index 100%
rename from affective-computing/Theories-Methods-and-Current-Research-on-Emotions.pdf
rename to affective_computing/Theories-Methods-and-Current-Research-on-Emotions.pdf
diff --git a/affective-computing/affective-computing.pdf b/affective_computing/affective-computing.pdf
similarity index 100%
rename from affective-computing/affective-computing.pdf
rename to affective_computing/affective-computing.pdf
diff --git a/android/README.md b/android/README.md
index 5158e58..5f214c9 100644
--- a/android/README.md
+++ b/android/README.md
@@ -4,5 +4,5 @@
* Referenced by [Two Secure Coding Tools for Analyzing Android Apps](http://blog.sei.cmu.edu/post.cfm/secure-coding-tools-analyzing-android-apps-118) :
* [Analyzing Inter-Application Communication in Android](https://www.eecs.berkeley.edu/~daw/papers/intents-mobisys11.pdf)
- * [Effective Inter-Component Communication Mapping in Android with Epicc: An Essential Step Towards Holistic Security Analysis](http://www.cse.psu.edu/~duo114/pubs/octeau-sec13.pdf)
+ * [Effective Inter-Component Communication Mapping in Android with Epicc: An Essential Step Towards Holistic Security Analysis](http://docteau.github.io/pubs/octeau-sec13.pdf)
* [FlowDroid: Precise Context, Flow, Field, Object-sensitive and Lifecycle-aware Taint Analysis for Android Apps](http://www.bodden.de/pubs/far+14flowdroid.pdf)
diff --git a/bioinformatics/README.md b/bioinformatics/README.md
new file mode 100644
index 0000000..f7aed44
--- /dev/null
+++ b/bioinformatics/README.md
@@ -0,0 +1,6 @@
+Bioinformatics
+===========
+## Sequence Analysis
+* [SneakySnake: A Fast and Accurate Universal Genome Pre-Alignment Filter for CPUs, GPUs, and FPGAs (2019)](https://arxiv.org/abs/1910.09020v2)
+* [Shouji: a fast and efficient pre-alignment filter for sequence alignment (2019)](https://arxiv.org/ftp/arxiv/papers/1809/1809.07858.pdf)
+* [Shifted Hamming distance: a fast and accurate SIMD-friendly filter to accelerate alignment verification in read mapping (2015)](https://doi.org/10.1093/bioinformatics/btu856)
\ No newline at end of file
diff --git a/brain-computer-interface/README.md b/brain-computer-interface/README.md
new file mode 100644
index 0000000..926ddff
--- /dev/null
+++ b/brain-computer-interface/README.md
@@ -0,0 +1,6 @@
+# Brain–computer Interface
+
+- [Brain-computer interfaces for communication and control](http://www.cs.cmu.edu/~tanja/BCI/BCIreview.pdf)
+- [Breaking the silence: Brain-computer interfaces (BCI) for communication and motor control](https://onlinelibrary.wiley.com/doi/full/10.1111/j.1469-8986.2006.00456.x)
+- [Learning to Control a Brain–Machine Interface for Reaching and Grasping by Primates](https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.0000042)
+- [BrainNet: A Multi-Person Brain-to-Brain Interface for Direct Collaboration Between Brains](https://arxiv.org/pdf/1809.08632.pdf)
diff --git a/clustering_algorithms/README.md b/clustering_algorithms/README.md
deleted file mode 100644
index b052414..0000000
--- a/clustering_algorithms/README.md
+++ /dev/null
@@ -1,3 +0,0 @@
-## Clustering Algorithms
-
-[On the resemblance and containment of documents](https://www.cs.princeton.edu/courses/archive/spr05/cos598E/bib/broder97resemblance.pdf) (Andrei Z. Broder)
diff --git a/combinatory_logic/README.md b/combinatory_logic/README.md
index b83f38c..a2a6363 100644
--- a/combinatory_logic/README.md
+++ b/combinatory_logic/README.md
@@ -4,11 +4,11 @@
by Chris Okasaki (2003) ([DOI])
* [Combinatorial Analysis and Computers]
- by Marshall Hall Jr. and Donald E. Knuth (1965)
+ by Marshall Hall Jr. and Donald E. Knuth (1965)
[Flattening Combinators: Surviving Without Parentheses]:
https://web.archive.org/web/20170828181221/http://www.westpoint.edu:80/eecs/SiteAssets/SitePages/Faculty%20Publication%20Documents/Okasaki/jfp03flat.pdf
[DOI]:
https://doi.org/10.1017/S0956796802004483
[Combinatorial Analysis and Computers]:
- http://poncelet.math.nthu.edu.tw/disk5/js/computer/hall-knuth.pdf
+ https://web.archive.org/web/20170904072400/http://poncelet.math.nthu.edu.tw/disk5/js/computer/hall-knuth.pdf
diff --git a/computer_graphics/README.md b/computer_graphics/README.md
index 5413471..4c256e7 100644
--- a/computer_graphics/README.md
+++ b/computer_graphics/README.md
@@ -28,7 +28,7 @@ This is a really great paper that is both complex and straightforward. This pape
* [Light Propagation Volumes in CryEngine 3](http://www.crytek.com/download/Light_Propagation_Volumes.pdf)
### Bump mapping
-* [Interactive Horizon Mapping: Shadows for bump-mapped surfaces](http://research.microsoft.com/en-us/um/people/cohen/bs.pdf)
+* [Interactive Horizon Mapping: Shadows for bump-mapped surfaces](https://www.ppsloan.org/publications/bs.pdf)
### Interior mapping
* [Interior Mapping: A new technique for rendering realistic buildings](http://www.proun-game.com/Oogst3D/CODING/InteriorMapping/InteriorMapping.pdf)
@@ -54,3 +54,8 @@ This is a really great paper that is both complex and straightforward. This pape
- A seminal paper that lead to many interesting applications in
graphics as well as more broadly in design; see also the
bibliography at [shapegrammar.org](http://shapegrammar.org/).
+
+### Simulating Ocean Water
+
+* [Simulating Ocean Water](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.161.9102&rep=rep1&type=pdf)
+ - Seminal paper on water surface simulation and rendering.
diff --git a/computer_vision/README.md b/computer_vision/README.md
index 6d30165..f03d0d7 100644
--- a/computer_vision/README.md
+++ b/computer_vision/README.md
@@ -6,3 +6,7 @@
* [Panorama Weaving:
Fast and Flexible Seam Processing](http://www.sci.utah.edu/~bsumma/projects/weaving/)
+
+* [Object Identification for Computer Vision Using Image Segmentation](https://ieeexplore.ieee.org/document/5529412)
+
+* [Computer Vision Based Detection and Localization of Potholes in Asphalt Pavement Images](https://ieeexplore.ieee.org/document/7726722)
diff --git a/cryptography/README.md b/cryptography/README.md
index 2a47d94..3193fcd 100644
--- a/cryptography/README.md
+++ b/cryptography/README.md
@@ -10,7 +10,7 @@
* [Key Reinstallation Attacks: Forcing Nonce Reuse in WPA2 (2017)](https://papers.mathyvanhoef.com/ccs2017.pdf) (Mathy Vanhoef, Frank Piessens)
## Related Works
-### [A Mathematical Theory of Cryptography (1945)](http://www.cs.bell-labs.com/who/dmr/pdfs/shannoncryptshrt.pdf) - Shannon
+### [A Mathematical Theory of Cryptography (1945)](https://www.iacr.org/museum/shannon/shannon45.pdf) - Shannon
The original classified memo for Bell Labs that was republished in 1949 as ["Communication Theory of Secrecy Systems"](communication-theory-of-secrecy-systems.pdf).
### :scroll: [A Mathematical Theory of Communication (1948)](../information_theory/a-mathematical-theory-of-communication-1948.pdf) - Shannon
diff --git a/data_compression/Error-Controlled_Lossy_Compression_Optimized_for_High_Compression_Ratios_of_Scientific_Datasets.pdf b/data_compression/Error-Controlled_Lossy_Compression_Optimized_for_High_Compression_Ratios_of_Scientific_Datasets.pdf
new file mode 100644
index 0000000..340164d
Binary files /dev/null and b/data_compression/Error-Controlled_Lossy_Compression_Optimized_for_High_Compression_Ratios_of_Scientific_Datasets.pdf differ
diff --git a/data_compression/README.md b/data_compression/README.md
index a083cf9..477a20a 100644
--- a/data_compression/README.md
+++ b/data_compression/README.md
@@ -1,4 +1,23 @@
# Data Compression
* :scroll: [Data Compression](data-compression.pdf)
- > This paper surveys a variety of data compression methods spanning almost 40 years of research, from the work of Shannon, Fano and Huffman in the 40's, to a technique developed in 1986.
\ No newline at end of file
+
+ > This paper surveys a variety of data compression methods spanning almost 40 years of research, from the work of Shannon, Fano and Huffman in the 40's, to a technique developed in 1986.
+
+## Scientific Data Compression
+
+* :scroll: [Fast Error-bounded Lossy HPC Data Compression with SZ](fast_error_bounded_Lossy_hpc_data_compression_with_sz.pdf)
+
+ > This is the first version of SZ. In this paper, SZ is introduced to achieve data reduction using regression-based data point prediction.
+
+* :scroll: [Significantly Improving Lossy Compression for Scientific Data Sets Based on Multidimensional Prediction and Error-Controlled Quantization](Significantly_Improving_Lossy_Compression_for_Scientific_Data_Sets_Based_on_Multidimensional_Prediction_and_Error-Controlled_Quantization.pdf)
+
+ > This work is known as SZ-1.4. In this work, SZ employs multi-dimensional data prediction so that data with dimension larger than 1 is no longer linearized into single dimension before compression. In this way, more data locality is preserved thus compression ratio is improved.
+
+* :scroll: [Error-Controlled Lossy Compression Optimized for High Compression Ratios of Scientific Datasets](Error-Controlled_Lossy_Compression_Optimized_for_High_Compression_Ratios_of_Scientific_Datasets.pdf)
+
+ > This work is known as SZ-2.0. In this work, authors proposed an online selection tool between 2 predictors, the mean-integrated Lorenzo predictor and linear regression-based predictor. Users can choose the predictor that yields larger compression ratio with higher prediction accuracy.
+
+ * :scroll: [Fixed-Rate Compressed Floating-Point Arrays](fixed-rate_compressed_floating_point_arrays.pdf)
+
+* :scroll: [FPC: A High-Speed Compressor for Double-Precision Floating-Point Data](fpc_a_high_speed_compressor_for_double_precision_floating_point_data.pdf)
diff --git a/data_compression/Significantly_Improving_Lossy_Compression_for_Scientific_Data_Sets_Based_on_Multidimensional_Prediction_and_Error-Controlled_Quantization.pdf b/data_compression/Significantly_Improving_Lossy_Compression_for_Scientific_Data_Sets_Based_on_Multidimensional_Prediction_and_Error-Controlled_Quantization.pdf
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diff --git a/data_compression/fast_error_bounded_Lossy_hpc_data_compression_with_sz.pdf b/data_compression/fast_error_bounded_Lossy_hpc_data_compression_with_sz.pdf
new file mode 100644
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diff --git a/data_compression/fixed-rate_compressed_floating_point_arrays.pdf b/data_compression/fixed-rate_compressed_floating_point_arrays.pdf
new file mode 100644
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diff --git a/data_compression/fpc_a_high_speed_compressor_for_double_precision_floating_point_data.pdf b/data_compression/fpc_a_high_speed_compressor_for_double_precision_floating_point_data.pdf
new file mode 100644
index 0000000..2e22a31
--- /dev/null
+++ b/data_compression/fpc_a_high_speed_compressor_for_double_precision_floating_point_data.pdf
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