############ Bibliography ############ .. _AASHTO2012: American Association of State Highway and Transportation Officials (AASHTO). (2012). *AASHTO LRFD Bridge Design Specifications*. Washington, D.C. .. _AASHTO2014: American Association of State Highway and Transportation Officials (AASHTO). (2014). *AASHTO LRFD Bridge Design Specifications, 7th Edition*. Washington, D.C. 1960p. .. _Abu-Hejleh2013: Abu-Hejleh, N., and Anderson, S. (2013). "Memorandum- Deep Foundation Load Test Database (DFLTD)." Federal Highway Administration. .. _Abu-Hejleh2015a: Abu-Hejleh, N. M., Abu-Farsakh, M., Suleiman, M. T., and Tsai, C. (2015a). "Development and Use of High-Quality Databases of Deep Foundation Load Tests." Transportation Research Record: Journal of the Transportation Research Board, Transportation Research Board of the National Academies. ``_ .. _Abu-Hejleh2015b: Abu-Hejleh, N., Abu-Farsakh, M., Suleiman, M. T., and Tsai, C. (2015a). "State of Practices in Databases for Deep Foundation Load Tests." *Proc., IFCEE 2015*, American Society of Civil Engineers, 237–246. ``_ .. _Al-Shafei1987: Al-Shafei, K. A. R. (1987), "Axial Load Capacities of Steel Pipe Piles in Sand," M.S. Thesis, University of Texas (May). .. _ASCE1941: American Society of Civil Engineers, ASCE. (1941). Progress Report of the Committee on the Bearing Capacity of Pile Foundations. *Proc. ASCE*. .. _Alyahyai1987: Alyahyai, K. S. (1987), "Use of Case Histories in Prediction of Load-Settlement Behavior of Steel Piles in Sand," M.S. Thesis, University of Texas (May). .. _API1989: American Petroleum Institute (1989). *Recommended Practice for Planning, Designing and Constructing Fixed Offshore Platforms (RP 2A) - 18th Edition*. American Petroleum Institute (API). .. _API1993: American Petroleum Institute (1993). *API Recommended Practice for Planning, Designing, and Constructing Fixed Offshore Platforms*. Report RP-2A. American Petroleum Institute (API). .. _Aschenbrenner1984: Aschenbrener, T. B. (1984), "The Settlement Behavior of Single Piles in Clay," M.S. Thesis, University of Texas. .. _Canadian1975: Associate Committee on the National Building Code (1975), *Canadian Manual on Foundation Engineering*, National Research Council of Canada .. _Bachus2018: Bachus, R., Cadden, A., and Machairas, N. (2018). "DIGGS Does Pipelines." *Pipelines 2018*, American Society of Civil Engineers (ASCE), 281–289. .. _Bachus2019: Bachus, R., Machairas, N., and Cadden, A. (2019). "DIGGS Does Deep Foundations." *Proceedings of the 44th Annual Conference on Deep Foundations*, Deep Foundation Institute, Chicago IL, October 15-18 2019, 814–827. .. _Bayer2012: Bayer, M. (2012). “SQLAlchemy.” *The Architecture of Open Source Applications Volume II: Structure, Scale, and a Few More Fearless Hacks*, A. Brown and G. Wilson, eds., aosabook.org. ``_ .. _Bowles1977: Bowles, J. E. (1977). *Foundation Analysis and Design*. McGraw-Hill. .. _Briaud1987: Briaud, J.-L., Anderson, J., Perdomo, D., and Tucker, L. M. (1987). "Evaluation of API Method Using 98 Vertical Pile Load Tests." *Proc., Offshore Technology Conference*, 19th Annual Offshore Technology Conference, Houston, Texas. 447-451. ``_ .. _Briaud1988: Briaud, J.L., Tucker, L.M. (1988). "Measured and Predicted Axial Response of 98 Piles." *Journal of Geotechnical Engineering*, Vol. 114, No. 9, ASCE, Reston, VA, USA. .. _Buitinck2013: Buitinck, L., et al. (2013). "API design for machine learning software: experiences from the scikit-learn project." *ECML PKDD Workshop: Languages for Data Mining and Machine Learning*, 108–122. .. _ButlerHoy1976: Butler, H.D. and Hoy, H.E. (1976). *User’s manual for the Texas quick load method for foundation load testing.* FHWA-IP-77-8, Federal Highway Administration, Office of Development, Washington, pp. 59. .. _Caltrans2014: CALTRANS (2014) *Caltrans Geotechnical Manual.* Office of Geotechnical Services. - (Last accessed November 2017) .. _Chellis1961: Chellis, R.D. (1961). *Pile Foundations*. McGraw Hill Book Company. .. _Chin1971: Chin, F.K., 1971. "Discussion on Pile test. Arkansas River project." ASCE Journal for Soil Mechanics and Foundation Engineering, 97(SM6) p.930-932. .. _Chiu1993: Chiu, Kuan (1993), "A Study of Axial Load Capacity of Piles from Case Histories", M.S. Thesis, Univ. of Texas (May) .. _Davisson1972: Davisson, M. T. (1972). "High Capacity Piles." *Proceedings of Soil Mechanics Lecture Series on Innovations in Foundation Construction*, ASCE Illinois Section, Chicago, 81–112. .. _DeBeer1968: DeBeer, E.E. (1968) "Proefondervindlijke bijdrage tot de studie van het grensdraag vermogen van zand onder funderingen op staal." Tijdshift der Openbar Verken van Belgie, No. 6, 1967 and No. 4, 5, and 6, 1968 (in Dutch). .. _Decourt1999: Decourt, L. (1999). "Behavior of foundations under working load conditions." *Proc. of 11th Pan-American Conference on Soil Mechanics and Geotechnical Engineering*, Foz DoIguassu, Brazil, August 1999, Vol. 4, pp. 453-488. .. _Decourt2008: Decourt, L., (2008). "Loading tests: interpretation and prediction of their results." ASCE GeoInstitute Geo-Congress, New Orleans, March 9-12, *Honoring John Schmertmann — From Research to Practice in Geotechnical Engineering*, Geotechnical Special Publication 180, Edited by J.E. Laier, D.K. Crapps, and M.H. Hussein, pp.452-488. .. _Dennis1982: Dennis, N. D. (1982), "Development of Correlations to Improve the Prediction of Axial Pile Capacity" Ph.D. Dissertation, University of Texas, 315 pp., December. .. _Dennis1983a: Dennis, N. D., and Olson, R. E. (1983a). "Axial Capacity of Steel Pipe Piles in Sand." *Geotechnical Practice in Offshore Engineering*, American Society of Civil Engineers. .. _Dennis1983b: Dennis, N. D., and Olson, R. E. (1983b). "Axial Capacity of Steel Pipe Piles in Clay." *Soil Behavior Fundamentals to Innovations in Geotechnical Engineering Honoring Roy E. Olson*, ASCE, 176–194. .. _Eslami1997: Eslami, A., and Fellenius, B. H. (1997). "Pile capacity by direct CPT and CPTu methods applied to 102 case histories." *Canadian Geotechnical Journal*, NRC Research Press, 34(6), 886–904. .. _Fang1991: Fang, H.-Y. (1991). *Foundation Engineering Handbook (2nd Edition)*. Springer Science & Business Media .. _Fellenius1991: Fellenius, B. (1991). "Chapter 13 - Pile Foundations." *Foundation Engineering Handbook (2nd Edition)*, H.-Y. Fang, ed., Van Nostrand Reinhold Publisher, New York, 511–536. .. _Fellenius1999: Fellenius, B. H. (1999). "On the preparation of a piling paper." *A guide prepared for the deep foundations institute annual meeting.* Deep Foundation Institute, Dearborn. .. _Fellenius2018: Fellenius, B. H. (2018). *Basics of Foundation Design*. Pile Buck International, Inc., Vero Beach, FL. .. _Focht1972: Focht, J. A., and Vijayvergiya, V. N. (1972) *A New Way to Predict Capacity of Piles in Clay*. Offshore Technology Conference. Houston, Texas, May. .. _FullerHoy1970: Fuller, F. M. and Hoy, H. E. (1970). "Pile Load Tests Including Quick-Load Test Method Conventional Methods and Interpretations." HRB 333, p. 78-86. .. _Go1990: Go, Van (1990), "Axial Static Load Capacity of Untapered Piles in Sand", M.S. Thesis, University of Texas (Aug) .. _Gunn1998: Gunn, S. R. (1998). "Support vector machines for classification and regression." *ISIS technical report*, 14, 85–86. .. _Hannigan2006a: Hannigan, P. J., Goble, G. G., Likins, G. E., and Rausche, F. (2006a). *Design and Construction of Driven Pile Foundations Reference Manual - Volume II - Report No. FHWA-NHI-05-043*. National Highway Institute, Federal Highway Administration, U.S. Department of Transportation, Washington D.C. .. _Hannigan2006b: Hannigan, P. J., Goble, G. G., Likins, G. E., and Rausche, F. (2006b). *Design and Construction of Driven Pile Foundations Reference Manual - Volume I - Report No. FHWA-NHI-05-042*. National Highway Institute, Federal Highway Administration, U.S. Department of Transportation, Washington D.C. .. _Hannigan2016a: Hannigan, P. J., Rausche, F., Likins, G. E., Robinson, B. R., and Becker, M. L. (2016a). *Design and Construction of Driven Pile Foundations - Volume I - Report No. FHWA-NHI-16-009*. National Highway Institute, Federal Highway Administration, U.S. Department of Transportation, Washington D.C. ``_ .. _Hannigan2016b: Hannigan, P. J., Rausche, F., Likins, G. E., Robinson, B. R., and Becker, M. L. (2016b). *Design and Construction of Driven Pile Foundations - Volume II - Report No. FHWA-NHI-16-010*. National Highway Institute, Federal Highway Administration, U.S. Department of Transportation, Washington D.C. ``_ .. _Hansen1963: Hansen, J.B. (1963). "Discussion on Hyperbolic Stress-Strain Response. Cohesive soils." *ASCE Journal for Soil Mechanics and Foundation Engineering*, 89(SM4) p.241-242. .. _Housel1956: Housel, W.S. (1956). "Field and laboratory correlation of the bearing capacity of hardpan for the design of deep foundation." *Proc. of American Society for Materials and Testing*, ASTM, Vol.56, pp.1,320-1,346. .. _Hunt1984: Hunt, R. E. (1984). *Geotechnical Engineering Investigation Manual*. McGraw-Hill New York. .. _Iskander1992: Iskander, M., and Olson, R. E. (1992). "Review of API Guidelines for Pipe Piles in Sand." *Proc., Conference on Civil Engineering in the Oceans V (CEO V)*, ASCE, 798–812. .. _Kalavar2000: Kalavar, S., and Ealy, C. (2000). "FHWA Deep Foundation Load Test Database." *Proc., New Technological and Design Developments in Deep Foundations*, Geo-Denver 2000, August 5-8, 2000, Denver, Colorado, 192–206. ``_ .. _Kraft1981: Kraft, L. M., Jr., Focht, J. A., Jr., and Amerasinghe, S. F. (1981). *Friction Capacity of Piles Driven into Clay*. Journal of the Geotechnical Engineering Division, ASCE, Vol. 107, No. 11, pp. 1521 - 1541. .. _Lacasse1988: Lacasse, S. (1988), "Uncertainties in Offshore Geotechnical Engineering, International Survey of API RP2A Design Parameters for Axial Capacity of Driven Piles in Sand." Norwegian Geotechnical Institute, Report No: 85307-14. .. _Long2012: Long, J., and Anderson, A. (2012). "Improved Design for Driven Piles on a Pile Load Test Program in Illinois". FHWA-ICT-12-011. Illinois Department of Transportation ICT 27-69. ``_ .. _Machairas2018conf: Machairas N, Highley G, Iskander M (2018). "Evaluation of FHWA pile design method against the FHWA deep foundation load test database version 2.0." *2018 TRB Annual Meeting*, Paper No.18-05548 .. _Machairas2018: Machairas, N., Highley, G. A., and Iskander, M. G. (2018). "Evaluation of FHWA Pile Design Method Against the FHWA Deep Foundation Load Test Database Version 2.0." *Transportation Research Record*, SAGE Publications Ltd. .. _MDSC2015: MDSC. (2015). *DrivenPiles - User Manual*. MDSC Inc. .. _Meyerhof1976: Meyerhof, G. G. (1976). "Bearing Capacity and Settlement of Pile Foundations." *Journal of the Geotechnical Engineering Division*, 102(3), 195–228. .. _MS_SSMA: "Microsoft SQL Server Migration Assistant v6.0 for Access." (n.d.). *Microsoft Download Center*, (Apr. 18, 2017). .. _NAVFAC1986: Naval Facilities Engineering Command. (1986). *Design Manual 7.01 (DM-7.01) Soil Mechanics*. NAVFAC, Alexandria, VA. .. _NCHRP2015: National Academies of Sciences, Engineering, and Medicine (2015). *National Cooperative Highway Research Program (NCHRP) Synthesis 478: Design and Load Testing of Large Diameter Open-Ended Driven Piles*. The National Academies Press, Washington, D.C. .. _Nordlund1963: Nordlund, R. L. (1963). "Bearing Capacity of Piles in Cohesionless Soils." *Journal of the Soil Mechanics and Foundations Division*, American Society of Civil Engineers, 89(3), 1–36. .. _Nordlund1979: Nordlund, R. L. (1979). "Point Bearing and Shaft Friction of Piles in Sand." *5th Annual Short Course on Fundamentals of Deep Foundations Design*, Missouri-Rolla. .. _Olson1988: Olson, R. E., and Al-Shafei, K. S., (1988), "Axial Load Capacities of Steel Pipe Piles in Sand", *Proc., Second International Conference on Case Histories in Geotechnical Engineering*, Univ. of Missouri, Rolla, Vol. 3 , pp. 1731-1738. ``_ .. _Olson1990: Olson, R. E. (1990), "Axial Load Capacity of Steel Pipe Piles in Sand", *Proc. Offshore Technology Conference*, Houston, Paper 6419. ``_ .. _Olson1994: Olson, R. E., and Iskander, M. (1994). "Axial Load Capacity of Pipe Piles in Sands." *Proc., First Regional Conference and Exhibition on Advanced Technology in Civil Engineering*, Saudi Arabia, ASCE–SAS, Manama Bahrain, 383–394. .. _Olson1998: Olson, R. E., and Iskander, M. (1998). "Axial Load Capacity of Piles in Sand." *Proc., International Conference on Case Histories in Geotechnical Engineering*, St. Louis, Missouri, March 9-12, 1998, Missouri University of Science & Technology, 293–300. ``_ .. _Olson2004: Olson, R. E., and Shantz, T. J. (2004). "Axial Load Capacity of Piles in California in Cohesionless Soils." *Current Practices and Future Trends in Deep Foundations*, American Society of Civil Engineers, Reston, VA, 1–15. ``_ .. _Olson2009: Olson, R. E., and Iskander, M. G. (2009). "Axial Load Capacity of Un-Tapered Piles in Cohesionless Soils." *Contemporary Topics in Deep Foundations*, ASCE, 231–238. ``_ .. _oneill2001: O’Neill, M. W. (2001). "Side resistance in piles and drilled shafts." *Journal of Geotechnical and Geoenvironmental Engineering*. American Society of Civil Engineers, 127(1), 3–16. .. _Paikowsky1990: Paikowsky, S. G. and Whitman, R. V. (1990). *The Effects of Plugging on Pile Performance and Design*. Canadian Geotechnical Journal, Vol. 27, No. 4, pp. 429-440. .. _Paikowsky2001: Paikowsky, S. G. (2001). "Load and Resistance Factor Design (LRFD) for dynamic analysis of deep foundations." * Proc., 15th International Conference on Soil Mechanics & Foundation Engineering*, Istanbul, Turkey. 981–984. ``_ .. _Peck1953: Peck, R. B., Hanson, W. E., and Thornburn, T. H. (1953). "Foundation Engineering." *Soil Science*. .. _Peck1958: Peck, R. B. (1958), "A Study of the Comparative Behavior of Friction Piles." Highway Research Board Special Report No. 36, 72 pp. ``_ .. _Pedregosa2011: Pedregosa, F., et al. (2011). "Scikit-learn: Machine Learning in Python." *Journal of machine learning research, JMLR*, 12(Oct), 2825–2830. .. _Petek2016: Petek, K., Mitchell, R., and Ellis, H. (2016). *FHWA Deep Foundation Load Test Database Version 2.0 User Manual*. U.S. Department of Transportation Federal Highway Administration, McLean, VA United States. ``_ and ``_ .. _Randolph2003: Randolph M. (2003) "Science and empiricism in pile foundation design", Geotechnique, 53, 10, pp. 847-875. .. _Raschka2015: Raschka, S. (2015). *Python Machine Learning*. Packt Publishing. .. _Reese2006: Reese, L. C., Isenhower, W. M., and Wang, S.-T. (2006). *Analysis and design of shallow and deep foundations*. John Wiley & Sons, Hoboken, NJ. .. _WebPlotDigitizer: Rohatgi, A. (n.d.). "WebPlotDigitizer" - Web based tool to extract data from plots, images, and maps, ``_. .. _Roling2010: Roling, M. J., Sritharan, S., and Suleiman, M. T. (2010). "Development of LRFD Procedures for Bridge Pile Foundations in Iowa Volume I: An Electronic Database for PIle LOad Tests (PILOT)". Iowa Department of Transportation. ``_ .. _Roling2011: Roling, M. J., Sritharan, S., and Suleiman, M. T. (2011). "Introduction to PILOT Database and Establishment of LRFD Resistance Factors for the Construction Control of Driven Steel H-Piles." *Journal of Bridge Engineering*, 16(6), 728–738. ``_ .. _ShannonWilson2015: Shannon & Wilson, Inc. (2015). *Task 2 – Recommended Database Structure: Report to the Federal Highway Administration on DTFH61-14-C-00036 Bearing Resistance of Large Diameter Open-End Piles.* Federal Highway Administation. .. _Shioi1982: Shioi, Y. and Fukui, J. (1982). *Application of N-Value to Design of Foundation in Japan*. 2nd ESOPT, Vol. 1, 40-93. .. _Smola2004: Smola, A. J., and Schölkopf, B. (2004). "A tutorial on support vector regression." *Statistics and computing*. Kluwer Academic Publishers, 14(3), 199–222. .. _Tavera2016: Tavera, E., Rix, G., Burnworth, G., and Jung, J. (2016). *Calibration of Region-Specific Gates Pile Driving Formula for LRFD*. Louisiana Department of Transportation and Development. ``_ .. _Terzaghi1942: Terzaghi, K. (1942). Discussion of the Progress Report of the Committee on the Bearing Capacity of Pile Foundations. ASCE Proc. 68(2) 311-323 .. _Terzaghi1967: Terzaghi, K. and Peck, R. B. *Soil Mechanics in Engineering Practice*. New York, Wiley. 1967 .. _Tomlinson1957: Tomlinson, M. J. (1957), "The Adhesion of Piles in Clay Soils", *Proc., Fourth International Conference on Soil Mechanics and Foundation Engineering*, Thomas Telford Ltd., London, Vol. 2, pp. 66-71. .. _Tomlinson1971: Tomlinson, M. J. (1971), "Some effects of pile driving on skin friction", *Proc., Conference on the Behaviour of Piles*, Institution of Civil Engineers, London, pp. 107–14. ``_ .. _Tomlinson1980: Tomlinson, M.J. (1980). *Foundation Design and Construction, Fourth Edition*. Pitman Advanced Publishing Program, Boston, MA, 793 p. .. _Tomlinson1994: Tomlinson, M. J. (1994). *Pile Design and Construction Practice, Fourth Edition*. E & FN Spon, London. .. _Tumay1998: Tumay, M.T., and Titi, H.H., (1998). *Including all deep foundation load test data and soil and site investigations for the FHWA database*. Federal Highway Administration Grant Agreement No. DTFH61-96-X-00002. .. _USACE1991: U.S. Army Corps of Engineers (1991). *Design of Pile Foundations*. Engineer Manual 1110-2-2906. Washington, DC. .. _VanderVeen1953: Van der Veen, C. (1953). "The bearing capacity of a pile." * Proc. of the 3rd ICSMFE*, Zurich, Switzerland, August 16-27, Vol. 2, pp. 84-90. .. _Vesic1963: Vesic, A. (1963) "Bearing Capacity of Deep Foundations in Sand". *Highway Research Record 39*. National Academy of Sciences, National Research Council, pp. 112-53 .. _Wang2019a: Wang, S. T., Arrellaga, J. A., and Vasquez, L. (2019a). *APILE v2019 Technical Manual - A Program for the Study of Driven Piles under Axial Loads*. ENSOFT, Inc. .. _Wang2019b: Wang, S. T., Arrellaga, J. A., and Vasquez, L. (2019b). *APILE v2019 User’s Manual - A Program for the Study of Driven Piles under Axial Loads*. ENSOFT, Inc. .. _Waskom2018: Waskom, M., Botvinnik, O., O’Kane, Drew, Hobson, P., Ostblom, J., Lukauskas, S., Gemperline, D. C., Augspurger, T., Halchenko, Y., Cole, J. B., Warmenhoven, J., de Ruiter, J., Pye, C., Hoyer, S., Vanderplas, J., Villalba, S., Kunter, G., Quintero, E., Bachant, P., Martin, M., Meyer, K., Miles, A., Ram, Y., Brunner, T., Yarkoni, T., Williams, M. L., Evans, C., Fitzgerald, C., and Qalieh, A. (2018). *seaborn: statistical data visualization*. ``